cleanup
Browse files- out/pretrain/step-00001000/hyperparameters.yaml +0 -66
- out/pretrain/step-00001000/lit_model.pth +0 -3
- out/pretrain/step-00001000/model_config.yaml +0 -33
- out/pretrain/step-00001000/tokenizer.json +0 -0
- out/pretrain/step-00001000/tokenizer_config.json +0 -1036
- out/pretrain/step-00002000/hyperparameters.yaml +0 -66
- out/pretrain/step-00002000/lit_model.pth +0 -3
- out/pretrain/step-00002000/model_config.yaml +0 -33
- out/pretrain/step-00002000/tokenizer.json +0 -0
- out/pretrain/step-00002000/tokenizer_config.json +0 -1036
- out/pretrain/step-00003000/hyperparameters.yaml +0 -66
- out/pretrain/step-00003000/lit_model.pth +0 -3
- out/pretrain/step-00003000/model_config.yaml +0 -33
- out/pretrain/step-00003000/tokenizer.json +0 -0
- out/pretrain/step-00003000/tokenizer_config.json +0 -1036
- out/pretrain/step-00004000/hyperparameters.yaml +0 -66
- out/pretrain/step-00004000/lit_model.pth +0 -3
- out/pretrain/step-00004000/model_config.yaml +0 -33
- out/pretrain/step-00004000/tokenizer.json +0 -0
- out/pretrain/step-00004000/tokenizer_config.json +0 -1036
- out/pretrain/step-00005000/hyperparameters.yaml +0 -66
- out/pretrain/step-00005000/lit_model.pth +0 -3
- out/pretrain/step-00005000/model_config.yaml +0 -33
- out/pretrain/step-00005000/tokenizer.json +0 -0
- out/pretrain/step-00005000/tokenizer_config.json +0 -1036
- out/pretrain/step-00006000/hyperparameters.yaml +0 -66
- out/pretrain/step-00006000/lit_model.pth +0 -3
- out/pretrain/step-00006000/model_config.yaml +0 -33
- out/pretrain/step-00006000/tokenizer.json +0 -0
- out/pretrain/step-00006000/tokenizer_config.json +0 -1036
- out/pretrain/step-00007000/hyperparameters.yaml +0 -66
- out/pretrain/step-00007000/lit_model.pth +0 -3
- out/pretrain/step-00007000/model_config.yaml +0 -33
- out/pretrain/step-00007000/tokenizer.json +0 -0
- out/pretrain/step-00007000/tokenizer_config.json +0 -1036
- out/pretrain/step-00008000/hyperparameters.yaml +0 -66
- out/pretrain/step-00008000/lit_model.pth +0 -3
- out/pretrain/step-00008000/model_config.yaml +0 -33
- out/pretrain/step-00008000/tokenizer.json +0 -0
- out/pretrain/step-00008000/tokenizer_config.json +0 -1036
- out/pretrain/step-00009000/hyperparameters.yaml +0 -66
- out/pretrain/step-00009000/lit_model.pth +0 -3
- out/pretrain/step-00009000/model_config.yaml +0 -33
- out/pretrain/step-00009000/tokenizer.json +0 -0
- out/pretrain/step-00009000/tokenizer_config.json +0 -1036
out/pretrain/step-00001000/hyperparameters.yaml
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model_name: tiny-llama-1.1b
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model_config:
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name: ''
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hf_config: {}
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scale_embeddings: false
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block_size: 32768
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vocab_size: 32768
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padding_multiple: 512
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padded_vocab_size: 32768
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n_layer: 10
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n_head: 12
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n_embd: 312
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rotary_percentage: 1.0
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parallel_residual: false
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bias: false
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lm_head_bias: false
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n_query_groups: 4
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shared_attention_norm: false
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norm_class_name: RMSNorm
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post_attention_norm: false
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post_mlp_norm: false
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norm_eps: 1.0e-05
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mlp_class_name: LLaMAMLP
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gelu_approximate: none
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intermediate_size: 1092
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rope_condense_ratio: 1
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rope_base: 500000
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n_expert: 0
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n_expert_per_token: 0
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out_dir: ../out/pretrain
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precision: bf16-true
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resume: auto
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data:
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class_path: litgpt.data.LitData
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init_args:
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data_path: ../data/
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seed: 42
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num_workers: 16
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train:
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save_interval: 1000
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log_interval: 1
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global_batch_size: 512
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micro_batch_size: 16
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lr_warmup_steps: 2000
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max_tokens: 9782206713
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max_seq_length: 2048
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max_norm: 1.0
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min_lr: 4.0e-05
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eval:
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interval: 1000
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max_iters: 100
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initial_validation: false
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final_validation: false
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optimizer:
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class_path: grokadamw.GrokAdamW
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init_args:
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lr: 5.0e-05
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weight_decay: 0.1
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betas:
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- 0.9
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- 0.95
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devices: auto
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num_nodes: 1
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tokenizer_dir: ..
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logger_name: wandb
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seed: 42
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out/pretrain/step-00001000/lit_model.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:16e0e3d45912c672455d0992bcf17d91031dad260682d7de67dced17ecc3c60e
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size 266269738
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out/pretrain/step-00001000/model_config.yaml
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attention_logit_softcapping: null
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attention_scores_scalar: null
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bias: false
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block_size: 32768
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final_logit_softcapping: null
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gelu_approximate: none
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head_size: 26
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hf_config: {}
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intermediate_size: 1092
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lm_head_bias: false
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mlp_class_name: LLaMAMLP
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n_embd: 312
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n_expert: 0
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n_expert_per_token: 0
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n_head: 12
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n_layer: 10
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n_query_groups: 4
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name: ''
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norm_class_name: RMSNorm
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norm_eps: 1.0e-05
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padded_vocab_size: 32768
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padding_multiple: 512
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parallel_residual: false
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post_attention_norm: false
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post_mlp_norm: false
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rope_base: 500000
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rope_condense_ratio: 1
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rotary_percentage: 1.0
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scale_embeddings: false
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shared_attention_norm: false
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sliding_window_layer_placing: null
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sliding_window_size: null
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vocab_size: 32768
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out/pretrain/step-00001000/tokenizer.json
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out/pretrain/step-00001000/tokenizer_config.json
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{
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| 945 |
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| 962 |
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| 1001 |
-
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| 1002 |
-
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| 1003 |
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-
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-
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-
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-
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| 1008 |
-
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| 1009 |
-
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| 1010 |
-
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| 1011 |
-
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| 1012 |
-
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-
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| 1017 |
-
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| 1018 |
-
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| 1019 |
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| 1020 |
-
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-
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-
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-
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| 1025 |
-
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| 1026 |
-
}
|
| 1027 |
-
},
|
| 1028 |
-
"bos_token": "<s>",
|
| 1029 |
-
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| 1030 |
-
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| 1031 |
-
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-
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| 1033 |
-
"pad_token": "</s>",
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| 1034 |
-
"tokenizer_class": "PreTrainedTokenizerFast",
|
| 1035 |
-
"unk_token": "<unk>"
|
| 1036 |
-
}
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out/pretrain/step-00002000/hyperparameters.yaml
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model_name: tiny-llama-1.1b
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| 2 |
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model_config:
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name: ''
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hf_config: {}
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scale_embeddings: false
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block_size: 32768
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vocab_size: 32768
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padding_multiple: 512
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padded_vocab_size: 32768
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n_layer: 10
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n_head: 12
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n_embd: 312
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rotary_percentage: 1.0
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parallel_residual: false
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bias: false
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lm_head_bias: false
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n_query_groups: 4
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shared_attention_norm: false
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norm_class_name: RMSNorm
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post_attention_norm: false
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post_mlp_norm: false
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norm_eps: 1.0e-05
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mlp_class_name: LLaMAMLP
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gelu_approximate: none
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intermediate_size: 1092
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rope_condense_ratio: 1
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rope_base: 500000
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n_expert: 0
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n_expert_per_token: 0
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out_dir: ../out/pretrain
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precision: bf16-true
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resume: auto
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data:
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class_path: litgpt.data.LitData
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init_args:
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data_path: ../data/
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seed: 42
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num_workers: 16
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train:
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save_interval: 1000
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log_interval: 1
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global_batch_size: 512
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micro_batch_size: 16
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lr_warmup_steps: 2000
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max_tokens: 9782206713
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max_seq_length: 2048
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max_norm: 1.0
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min_lr: 4.0e-05
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eval:
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interval: 1000
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max_iters: 100
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initial_validation: false
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final_validation: false
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optimizer:
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class_path: grokadamw.GrokAdamW
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init_args:
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lr: 5.0e-05
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weight_decay: 0.1
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betas:
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devices: auto
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num_nodes: 1
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tokenizer_dir: ..
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logger_name: wandb
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seed: 42
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:184cb8a1315f204efbbf6e29e71d616b845a7efa86d3954804d04c55906337a2
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attention_logit_softcapping: null
|
| 2 |
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attention_scores_scalar: null
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bias: false
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block_size: 32768
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final_logit_softcapping: null
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gelu_approximate: none
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head_size: 26
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hf_config: {}
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intermediate_size: 1092
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lm_head_bias: false
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mlp_class_name: LLaMAMLP
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| 12 |
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n_embd: 312
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n_expert: 0
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n_expert_per_token: 0
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n_head: 12
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n_layer: 10
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n_query_groups: 4
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name: ''
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| 19 |
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norm_class_name: RMSNorm
|
| 20 |
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norm_eps: 1.0e-05
|
| 21 |
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padded_vocab_size: 32768
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| 22 |
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padding_multiple: 512
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parallel_residual: false
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| 24 |
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post_attention_norm: false
|
| 25 |
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post_mlp_norm: false
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rope_base: 500000
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rope_condense_ratio: 1
|
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rotary_percentage: 1.0
|
| 29 |
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scale_embeddings: false
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shared_attention_norm: false
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sliding_window_layer_placing: null
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sliding_window_size: null
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| 1 |
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{
|
| 2 |
-
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|
| 3 |
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|
| 5 |
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| 26 |
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| 34 |
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| 35 |
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|
| 711 |
-
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|
| 712 |
-
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|
| 713 |
-
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| 714 |
-
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| 715 |
-
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|
| 716 |
-
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|
| 717 |
-
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|
| 718 |
-
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|
| 719 |
-
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|
| 720 |
-
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|
| 721 |
-
"special": true
|
| 722 |
-
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|
| 723 |
-
"90": {
|
| 724 |
-
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|
| 725 |
-
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|
| 726 |
-
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|
| 727 |
-
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|
| 728 |
-
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|
| 729 |
-
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| 730 |
-
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| 731 |
-
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|
| 732 |
-
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| 733 |
-
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-
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-
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| 736 |
-
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|
| 737 |
-
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| 738 |
-
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| 739 |
-
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| 740 |
-
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| 741 |
-
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| 742 |
-
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-
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| 744 |
-
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| 745 |
-
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| 746 |
-
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| 747 |
-
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| 748 |
-
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| 749 |
-
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-
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-
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| 752 |
-
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| 753 |
-
"special": true
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| 754 |
-
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| 755 |
-
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| 756 |
-
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| 757 |
-
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-
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-
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| 760 |
-
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| 761 |
-
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| 762 |
-
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| 763 |
-
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|
| 764 |
-
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| 765 |
-
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-
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-
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| 768 |
-
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| 769 |
-
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| 770 |
-
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| 771 |
-
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| 772 |
-
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| 773 |
-
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-
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-
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| 776 |
-
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| 777 |
-
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| 778 |
-
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| 779 |
-
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| 780 |
-
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| 781 |
-
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| 782 |
-
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| 783 |
-
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| 784 |
-
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| 785 |
-
"special": true
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| 786 |
-
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| 787 |
-
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| 788 |
-
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| 789 |
-
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-
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-
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| 792 |
-
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| 793 |
-
"special": true
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| 794 |
-
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| 795 |
-
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| 796 |
-
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| 797 |
-
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| 798 |
-
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-
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| 800 |
-
"single_word": false,
|
| 801 |
-
"special": true
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| 802 |
-
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| 803 |
-
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|
| 804 |
-
"content": "<|reserved_20|>",
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| 805 |
-
"lstrip": false,
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| 806 |
-
"normalized": false,
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| 807 |
-
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| 808 |
-
"single_word": false,
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| 809 |
-
"special": true
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| 810 |
-
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| 811 |
-
"101": {
|
| 812 |
-
"content": "<|reserved_21|>",
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| 813 |
-
"lstrip": false,
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| 814 |
-
"normalized": false,
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-
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| 816 |
-
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| 817 |
-
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| 818 |
-
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| 819 |
-
"102": {
|
| 820 |
-
"content": "<|reserved_22|>",
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| 821 |
-
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| 822 |
-
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| 823 |
-
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| 824 |
-
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| 825 |
-
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| 826 |
-
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-
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| 828 |
-
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| 829 |
-
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| 830 |
-
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-
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| 832 |
-
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| 833 |
-
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| 834 |
-
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| 836 |
-
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-
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-
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-
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-
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| 841 |
-
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| 842 |
-
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-
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| 844 |
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| 845 |
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-
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-
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| 848 |
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| 849 |
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-
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| 857 |
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| 858 |
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| 860 |
-
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| 861 |
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| 865 |
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| 866 |
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| 868 |
-
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"content": "<|reserved_29|>",
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| 881 |
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| 882 |
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| 884 |
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| 885 |
-
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-
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| 887 |
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| 888 |
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| 889 |
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| 890 |
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| 897 |
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| 898 |
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| 899 |
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| 900 |
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-
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| 905 |
-
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| 906 |
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| 907 |
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| 908 |
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| 914 |
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| 916 |
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| 917 |
-
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-
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| 921 |
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-
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| 923 |
-
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| 924 |
-
"content": "<|reserved_35|>",
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| 925 |
-
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| 926 |
-
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| 927 |
-
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| 928 |
-
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| 929 |
-
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| 930 |
-
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| 931 |
-
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| 932 |
-
"content": "<|reserved_36|>",
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| 933 |
-
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| 934 |
-
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| 935 |
-
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| 936 |
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| 937 |
-
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| 938 |
-
},
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| 939 |
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| 940 |
-
"content": "<|reserved_37|>",
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| 941 |
-
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| 942 |
-
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| 943 |
-
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| 944 |
-
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| 945 |
-
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| 946 |
-
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| 947 |
-
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| 948 |
-
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| 949 |
-
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-
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-
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| 952 |
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| 953 |
-
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| 954 |
-
},
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| 955 |
-
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| 956 |
-
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| 957 |
-
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-
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| 959 |
-
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| 960 |
-
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| 961 |
-
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| 962 |
-
},
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| 963 |
-
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| 964 |
-
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| 965 |
-
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-
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| 969 |
-
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| 970 |
-
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| 971 |
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| 972 |
-
"content": "<|reserved_41|>",
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| 973 |
-
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| 976 |
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| 977 |
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| 978 |
-
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| 979 |
-
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| 980 |
-
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| 981 |
-
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| 982 |
-
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-
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| 984 |
-
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| 985 |
-
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| 986 |
-
},
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| 987 |
-
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| 988 |
-
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| 989 |
-
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-
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| 992 |
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| 993 |
-
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| 994 |
-
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| 995 |
-
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| 996 |
-
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| 997 |
-
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| 998 |
-
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| 999 |
-
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|
| 1000 |
-
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| 1001 |
-
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| 1002 |
-
},
|
| 1003 |
-
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|
| 1004 |
-
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| 1005 |
-
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| 1006 |
-
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| 1007 |
-
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|
| 1008 |
-
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|
| 1009 |
-
"special": true
|
| 1010 |
-
},
|
| 1011 |
-
"126": {
|
| 1012 |
-
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| 1013 |
-
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|
| 1014 |
-
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|
| 1015 |
-
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| 1016 |
-
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| 1017 |
-
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|
| 1018 |
-
},
|
| 1019 |
-
"127": {
|
| 1020 |
-
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|
| 1021 |
-
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|
| 1022 |
-
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|
| 1023 |
-
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|
| 1024 |
-
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|
| 1025 |
-
"special": true
|
| 1026 |
-
}
|
| 1027 |
-
},
|
| 1028 |
-
"bos_token": "<s>",
|
| 1029 |
-
"chat_template": "{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
|
| 1030 |
-
"clean_up_tokenization_spaces": false,
|
| 1031 |
-
"eos_token": "</s>",
|
| 1032 |
-
"model_max_length": 1000000000000000019884624838656,
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| 1033 |
-
"pad_token": "</s>",
|
| 1034 |
-
"tokenizer_class": "PreTrainedTokenizerFast",
|
| 1035 |
-
"unk_token": "<unk>"
|
| 1036 |
-
}
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|
out/pretrain/step-00003000/hyperparameters.yaml
DELETED
|
@@ -1,66 +0,0 @@
|
|
| 1 |
-
model_name: tiny-llama-1.1b
|
| 2 |
-
model_config:
|
| 3 |
-
name: ''
|
| 4 |
-
hf_config: {}
|
| 5 |
-
scale_embeddings: false
|
| 6 |
-
block_size: 32768
|
| 7 |
-
vocab_size: 32768
|
| 8 |
-
padding_multiple: 512
|
| 9 |
-
padded_vocab_size: 32768
|
| 10 |
-
n_layer: 10
|
| 11 |
-
n_head: 12
|
| 12 |
-
n_embd: 312
|
| 13 |
-
rotary_percentage: 1.0
|
| 14 |
-
parallel_residual: false
|
| 15 |
-
bias: false
|
| 16 |
-
lm_head_bias: false
|
| 17 |
-
n_query_groups: 4
|
| 18 |
-
shared_attention_norm: false
|
| 19 |
-
norm_class_name: RMSNorm
|
| 20 |
-
post_attention_norm: false
|
| 21 |
-
post_mlp_norm: false
|
| 22 |
-
norm_eps: 1.0e-05
|
| 23 |
-
mlp_class_name: LLaMAMLP
|
| 24 |
-
gelu_approximate: none
|
| 25 |
-
intermediate_size: 1092
|
| 26 |
-
rope_condense_ratio: 1
|
| 27 |
-
rope_base: 500000
|
| 28 |
-
n_expert: 0
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n_expert_per_token: 0
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out_dir: ../out/pretrain
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precision: bf16-true
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resume: auto
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data:
|
| 34 |
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class_path: litgpt.data.LitData
|
| 35 |
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init_args:
|
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data_path: ../data/
|
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seed: 42
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num_workers: 16
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train:
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save_interval: 1000
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log_interval: 1
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global_batch_size: 512
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micro_batch_size: 16
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lr_warmup_steps: 2000
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max_tokens: 9782206713
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max_seq_length: 2048
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max_norm: 1.0
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min_lr: 4.0e-05
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eval:
|
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interval: 1000
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max_iters: 100
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initial_validation: false
|
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final_validation: false
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-
optimizer:
|
| 55 |
-
class_path: grokadamw.GrokAdamW
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init_args:
|
| 57 |
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lr: 5.0e-05
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weight_decay: 0.1
|
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betas:
|
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|
| 61 |
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devices: auto
|
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num_nodes: 1
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tokenizer_dir: ..
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logger_name: wandb
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seed: 42
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out/pretrain/step-00003000/lit_model.pth
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attention_logit_softcapping: null
|
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attention_scores_scalar: null
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lm_head_bias: false
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|
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|
| 752 |
-
"single_word": false,
|
| 753 |
-
"special": true
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| 754 |
-
},
|
| 755 |
-
"94": {
|
| 756 |
-
"content": "<|reserved_14|>",
|
| 757 |
-
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| 758 |
-
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|
| 759 |
-
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|
| 760 |
-
"single_word": false,
|
| 761 |
-
"special": true
|
| 762 |
-
},
|
| 763 |
-
"95": {
|
| 764 |
-
"content": "<|reserved_15|>",
|
| 765 |
-
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|
| 766 |
-
"normalized": false,
|
| 767 |
-
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|
| 768 |
-
"single_word": false,
|
| 769 |
-
"special": true
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| 770 |
-
},
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| 771 |
-
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|
| 772 |
-
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|
| 773 |
-
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|
| 774 |
-
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|
| 775 |
-
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|
| 776 |
-
"single_word": false,
|
| 777 |
-
"special": true
|
| 778 |
-
},
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| 779 |
-
"97": {
|
| 780 |
-
"content": "<|reserved_17|>",
|
| 781 |
-
"lstrip": false,
|
| 782 |
-
"normalized": false,
|
| 783 |
-
"rstrip": false,
|
| 784 |
-
"single_word": false,
|
| 785 |
-
"special": true
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| 786 |
-
},
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| 787 |
-
"98": {
|
| 788 |
-
"content": "<|reserved_18|>",
|
| 789 |
-
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| 790 |
-
"normalized": false,
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| 791 |
-
"rstrip": false,
|
| 792 |
-
"single_word": false,
|
| 793 |
-
"special": true
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| 794 |
-
},
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| 795 |
-
"99": {
|
| 796 |
-
"content": "<|reserved_19|>",
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| 797 |
-
"lstrip": false,
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| 798 |
-
"normalized": false,
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| 799 |
-
"rstrip": false,
|
| 800 |
-
"single_word": false,
|
| 801 |
-
"special": true
|
| 802 |
-
},
|
| 803 |
-
"100": {
|
| 804 |
-
"content": "<|reserved_20|>",
|
| 805 |
-
"lstrip": false,
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| 806 |
-
"normalized": false,
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| 807 |
-
"rstrip": false,
|
| 808 |
-
"single_word": false,
|
| 809 |
-
"special": true
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| 810 |
-
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|
| 811 |
-
"101": {
|
| 812 |
-
"content": "<|reserved_21|>",
|
| 813 |
-
"lstrip": false,
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| 814 |
-
"normalized": false,
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| 815 |
-
"rstrip": false,
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| 816 |
-
"single_word": false,
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| 817 |
-
"special": true
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| 818 |
-
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| 819 |
-
"102": {
|
| 820 |
-
"content": "<|reserved_22|>",
|
| 821 |
-
"lstrip": false,
|
| 822 |
-
"normalized": false,
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| 823 |
-
"rstrip": false,
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| 824 |
-
"single_word": false,
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| 825 |
-
"special": true
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| 826 |
-
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| 827 |
-
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| 828 |
-
"content": "<|reserved_23|>",
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| 829 |
-
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| 830 |
-
"normalized": false,
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| 831 |
-
"rstrip": false,
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| 832 |
-
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| 833 |
-
"special": true
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| 834 |
-
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| 835 |
-
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| 836 |
-
"content": "<|reserved_24|>",
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| 837 |
-
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| 838 |
-
"normalized": false,
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| 839 |
-
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| 840 |
-
"single_word": false,
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| 841 |
-
"special": true
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| 842 |
-
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| 843 |
-
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| 844 |
-
"content": "<|reserved_25|>",
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| 845 |
-
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| 846 |
-
"normalized": false,
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| 847 |
-
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| 848 |
-
"single_word": false,
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| 849 |
-
"special": true
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| 850 |
-
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| 851 |
-
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| 852 |
-
"content": "<|reserved_26|>",
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| 853 |
-
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| 857 |
-
"special": true
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| 858 |
-
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| 859 |
-
"107": {
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| 860 |
-
"content": "<|reserved_27|>",
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| 861 |
-
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| 862 |
-
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-
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-
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| 865 |
-
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| 866 |
-
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| 867 |
-
"108": {
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| 868 |
-
"content": "<|reserved_28|>",
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| 869 |
-
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-
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| 873 |
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| 874 |
-
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| 875 |
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| 876 |
-
"content": "<|reserved_29|>",
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| 877 |
-
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| 878 |
-
"normalized": false,
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-
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| 880 |
-
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| 881 |
-
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| 882 |
-
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| 883 |
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"110": {
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| 884 |
-
"content": "<|reserved_30|>",
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| 885 |
-
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| 886 |
-
"normalized": false,
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| 887 |
-
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| 888 |
-
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| 889 |
-
"special": true
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| 890 |
-
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| 891 |
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| 892 |
-
"content": "<|reserved_31|>",
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| 893 |
-
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| 894 |
-
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| 895 |
-
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| 896 |
-
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| 897 |
-
"special": true
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| 898 |
-
},
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| 899 |
-
"112": {
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| 900 |
-
"content": "<|reserved_32|>",
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| 901 |
-
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| 902 |
-
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-
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| 904 |
-
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| 905 |
-
"special": true
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| 906 |
-
},
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| 907 |
-
"113": {
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| 908 |
-
"content": "<|reserved_33|>",
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| 909 |
-
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-
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| 913 |
-
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| 914 |
-
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| 915 |
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"114": {
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| 916 |
-
"content": "<|reserved_34|>",
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| 917 |
-
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-
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-
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| 920 |
-
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| 921 |
-
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| 922 |
-
},
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| 923 |
-
"115": {
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| 924 |
-
"content": "<|reserved_35|>",
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| 925 |
-
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| 926 |
-
"normalized": false,
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| 927 |
-
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| 928 |
-
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| 929 |
-
"special": true
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| 930 |
-
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| 931 |
-
"116": {
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| 932 |
-
"content": "<|reserved_36|>",
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| 933 |
-
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| 934 |
-
"normalized": false,
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| 935 |
-
"rstrip": false,
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| 936 |
-
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| 937 |
-
"special": true
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| 938 |
-
},
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| 939 |
-
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| 940 |
-
"content": "<|reserved_37|>",
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| 941 |
-
"lstrip": false,
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| 942 |
-
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| 943 |
-
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| 944 |
-
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| 945 |
-
"special": true
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| 946 |
-
},
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| 947 |
-
"118": {
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| 948 |
-
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| 949 |
-
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-
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| 951 |
-
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| 952 |
-
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| 953 |
-
"special": true
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| 954 |
-
},
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| 955 |
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| 956 |
-
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| 957 |
-
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-
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| 959 |
-
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| 960 |
-
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| 961 |
-
"special": true
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| 962 |
-
},
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| 963 |
-
"120": {
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| 964 |
-
"content": "<|reserved_40|>",
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| 965 |
-
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-
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-
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-
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| 969 |
-
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| 970 |
-
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| 971 |
-
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| 972 |
-
"content": "<|reserved_41|>",
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| 973 |
-
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-
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| 975 |
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| 976 |
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| 977 |
-
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| 978 |
-
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| 979 |
-
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| 980 |
-
"content": "<|reserved_42|>",
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| 981 |
-
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| 982 |
-
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| 983 |
-
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| 984 |
-
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| 985 |
-
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| 986 |
-
},
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| 987 |
-
"123": {
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| 988 |
-
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| 989 |
-
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| 990 |
-
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| 991 |
-
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| 992 |
-
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| 993 |
-
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| 994 |
-
},
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| 995 |
-
"124": {
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| 996 |
-
"content": "<|reserved_44|>",
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| 997 |
-
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| 998 |
-
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| 999 |
-
"rstrip": false,
|
| 1000 |
-
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|
| 1001 |
-
"special": true
|
| 1002 |
-
},
|
| 1003 |
-
"125": {
|
| 1004 |
-
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| 1005 |
-
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| 1006 |
-
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| 1007 |
-
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|
| 1008 |
-
"single_word": false,
|
| 1009 |
-
"special": true
|
| 1010 |
-
},
|
| 1011 |
-
"126": {
|
| 1012 |
-
"content": "<|reserved_46|>",
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| 1013 |
-
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| 1014 |
-
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| 1015 |
-
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| 1016 |
-
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|
| 1017 |
-
"special": true
|
| 1018 |
-
},
|
| 1019 |
-
"127": {
|
| 1020 |
-
"content": "<|reserved_47|>",
|
| 1021 |
-
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|
| 1022 |
-
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|
| 1023 |
-
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|
| 1024 |
-
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|
| 1025 |
-
"special": true
|
| 1026 |
-
}
|
| 1027 |
-
},
|
| 1028 |
-
"bos_token": "<s>",
|
| 1029 |
-
"chat_template": "{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
|
| 1030 |
-
"clean_up_tokenization_spaces": false,
|
| 1031 |
-
"eos_token": "</s>",
|
| 1032 |
-
"model_max_length": 1000000000000000019884624838656,
|
| 1033 |
-
"pad_token": "</s>",
|
| 1034 |
-
"tokenizer_class": "PreTrainedTokenizerFast",
|
| 1035 |
-
"unk_token": "<unk>"
|
| 1036 |
-
}
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|
out/pretrain/step-00004000/hyperparameters.yaml
DELETED
|
@@ -1,66 +0,0 @@
|
|
| 1 |
-
model_name: tiny-llama-1.1b
|
| 2 |
-
model_config:
|
| 3 |
-
name: ''
|
| 4 |
-
hf_config: {}
|
| 5 |
-
scale_embeddings: false
|
| 6 |
-
block_size: 32768
|
| 7 |
-
vocab_size: 32768
|
| 8 |
-
padding_multiple: 512
|
| 9 |
-
padded_vocab_size: 32768
|
| 10 |
-
n_layer: 10
|
| 11 |
-
n_head: 12
|
| 12 |
-
n_embd: 312
|
| 13 |
-
rotary_percentage: 1.0
|
| 14 |
-
parallel_residual: false
|
| 15 |
-
bias: false
|
| 16 |
-
lm_head_bias: false
|
| 17 |
-
n_query_groups: 4
|
| 18 |
-
shared_attention_norm: false
|
| 19 |
-
norm_class_name: RMSNorm
|
| 20 |
-
post_attention_norm: false
|
| 21 |
-
post_mlp_norm: false
|
| 22 |
-
norm_eps: 1.0e-05
|
| 23 |
-
mlp_class_name: LLaMAMLP
|
| 24 |
-
gelu_approximate: none
|
| 25 |
-
intermediate_size: 1092
|
| 26 |
-
rope_condense_ratio: 1
|
| 27 |
-
rope_base: 500000
|
| 28 |
-
n_expert: 0
|
| 29 |
-
n_expert_per_token: 0
|
| 30 |
-
out_dir: ../out/pretrain
|
| 31 |
-
precision: bf16-true
|
| 32 |
-
resume: auto
|
| 33 |
-
data:
|
| 34 |
-
class_path: litgpt.data.LitData
|
| 35 |
-
init_args:
|
| 36 |
-
data_path: ../data/
|
| 37 |
-
seed: 42
|
| 38 |
-
num_workers: 16
|
| 39 |
-
train:
|
| 40 |
-
save_interval: 1000
|
| 41 |
-
log_interval: 1
|
| 42 |
-
global_batch_size: 512
|
| 43 |
-
micro_batch_size: 16
|
| 44 |
-
lr_warmup_steps: 2000
|
| 45 |
-
max_tokens: 9782206713
|
| 46 |
-
max_seq_length: 2048
|
| 47 |
-
max_norm: 1.0
|
| 48 |
-
min_lr: 4.0e-05
|
| 49 |
-
eval:
|
| 50 |
-
interval: 1000
|
| 51 |
-
max_iters: 100
|
| 52 |
-
initial_validation: false
|
| 53 |
-
final_validation: false
|
| 54 |
-
optimizer:
|
| 55 |
-
class_path: grokadamw.GrokAdamW
|
| 56 |
-
init_args:
|
| 57 |
-
lr: 5.0e-05
|
| 58 |
-
weight_decay: 0.1
|
| 59 |
-
betas:
|
| 60 |
-
- 0.9
|
| 61 |
-
- 0.95
|
| 62 |
-
devices: auto
|
| 63 |
-
num_nodes: 1
|
| 64 |
-
tokenizer_dir: ..
|
| 65 |
-
logger_name: wandb
|
| 66 |
-
seed: 42
|
|
|
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out/pretrain/step-00004000/lit_model.pth
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out/pretrain/step-00004000/model_config.yaml
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attention_logit_softcapping: null
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out/pretrain/step-00004000/tokenizer.json
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| 793 |
-
"special": true
|
| 794 |
-
},
|
| 795 |
-
"99": {
|
| 796 |
-
"content": "<|reserved_19|>",
|
| 797 |
-
"lstrip": false,
|
| 798 |
-
"normalized": false,
|
| 799 |
-
"rstrip": false,
|
| 800 |
-
"single_word": false,
|
| 801 |
-
"special": true
|
| 802 |
-
},
|
| 803 |
-
"100": {
|
| 804 |
-
"content": "<|reserved_20|>",
|
| 805 |
-
"lstrip": false,
|
| 806 |
-
"normalized": false,
|
| 807 |
-
"rstrip": false,
|
| 808 |
-
"single_word": false,
|
| 809 |
-
"special": true
|
| 810 |
-
},
|
| 811 |
-
"101": {
|
| 812 |
-
"content": "<|reserved_21|>",
|
| 813 |
-
"lstrip": false,
|
| 814 |
-
"normalized": false,
|
| 815 |
-
"rstrip": false,
|
| 816 |
-
"single_word": false,
|
| 817 |
-
"special": true
|
| 818 |
-
},
|
| 819 |
-
"102": {
|
| 820 |
-
"content": "<|reserved_22|>",
|
| 821 |
-
"lstrip": false,
|
| 822 |
-
"normalized": false,
|
| 823 |
-
"rstrip": false,
|
| 824 |
-
"single_word": false,
|
| 825 |
-
"special": true
|
| 826 |
-
},
|
| 827 |
-
"103": {
|
| 828 |
-
"content": "<|reserved_23|>",
|
| 829 |
-
"lstrip": false,
|
| 830 |
-
"normalized": false,
|
| 831 |
-
"rstrip": false,
|
| 832 |
-
"single_word": false,
|
| 833 |
-
"special": true
|
| 834 |
-
},
|
| 835 |
-
"104": {
|
| 836 |
-
"content": "<|reserved_24|>",
|
| 837 |
-
"lstrip": false,
|
| 838 |
-
"normalized": false,
|
| 839 |
-
"rstrip": false,
|
| 840 |
-
"single_word": false,
|
| 841 |
-
"special": true
|
| 842 |
-
},
|
| 843 |
-
"105": {
|
| 844 |
-
"content": "<|reserved_25|>",
|
| 845 |
-
"lstrip": false,
|
| 846 |
-
"normalized": false,
|
| 847 |
-
"rstrip": false,
|
| 848 |
-
"single_word": false,
|
| 849 |
-
"special": true
|
| 850 |
-
},
|
| 851 |
-
"106": {
|
| 852 |
-
"content": "<|reserved_26|>",
|
| 853 |
-
"lstrip": false,
|
| 854 |
-
"normalized": false,
|
| 855 |
-
"rstrip": false,
|
| 856 |
-
"single_word": false,
|
| 857 |
-
"special": true
|
| 858 |
-
},
|
| 859 |
-
"107": {
|
| 860 |
-
"content": "<|reserved_27|>",
|
| 861 |
-
"lstrip": false,
|
| 862 |
-
"normalized": false,
|
| 863 |
-
"rstrip": false,
|
| 864 |
-
"single_word": false,
|
| 865 |
-
"special": true
|
| 866 |
-
},
|
| 867 |
-
"108": {
|
| 868 |
-
"content": "<|reserved_28|>",
|
| 869 |
-
"lstrip": false,
|
| 870 |
-
"normalized": false,
|
| 871 |
-
"rstrip": false,
|
| 872 |
-
"single_word": false,
|
| 873 |
-
"special": true
|
| 874 |
-
},
|
| 875 |
-
"109": {
|
| 876 |
-
"content": "<|reserved_29|>",
|
| 877 |
-
"lstrip": false,
|
| 878 |
-
"normalized": false,
|
| 879 |
-
"rstrip": false,
|
| 880 |
-
"single_word": false,
|
| 881 |
-
"special": true
|
| 882 |
-
},
|
| 883 |
-
"110": {
|
| 884 |
-
"content": "<|reserved_30|>",
|
| 885 |
-
"lstrip": false,
|
| 886 |
-
"normalized": false,
|
| 887 |
-
"rstrip": false,
|
| 888 |
-
"single_word": false,
|
| 889 |
-
"special": true
|
| 890 |
-
},
|
| 891 |
-
"111": {
|
| 892 |
-
"content": "<|reserved_31|>",
|
| 893 |
-
"lstrip": false,
|
| 894 |
-
"normalized": false,
|
| 895 |
-
"rstrip": false,
|
| 896 |
-
"single_word": false,
|
| 897 |
-
"special": true
|
| 898 |
-
},
|
| 899 |
-
"112": {
|
| 900 |
-
"content": "<|reserved_32|>",
|
| 901 |
-
"lstrip": false,
|
| 902 |
-
"normalized": false,
|
| 903 |
-
"rstrip": false,
|
| 904 |
-
"single_word": false,
|
| 905 |
-
"special": true
|
| 906 |
-
},
|
| 907 |
-
"113": {
|
| 908 |
-
"content": "<|reserved_33|>",
|
| 909 |
-
"lstrip": false,
|
| 910 |
-
"normalized": false,
|
| 911 |
-
"rstrip": false,
|
| 912 |
-
"single_word": false,
|
| 913 |
-
"special": true
|
| 914 |
-
},
|
| 915 |
-
"114": {
|
| 916 |
-
"content": "<|reserved_34|>",
|
| 917 |
-
"lstrip": false,
|
| 918 |
-
"normalized": false,
|
| 919 |
-
"rstrip": false,
|
| 920 |
-
"single_word": false,
|
| 921 |
-
"special": true
|
| 922 |
-
},
|
| 923 |
-
"115": {
|
| 924 |
-
"content": "<|reserved_35|>",
|
| 925 |
-
"lstrip": false,
|
| 926 |
-
"normalized": false,
|
| 927 |
-
"rstrip": false,
|
| 928 |
-
"single_word": false,
|
| 929 |
-
"special": true
|
| 930 |
-
},
|
| 931 |
-
"116": {
|
| 932 |
-
"content": "<|reserved_36|>",
|
| 933 |
-
"lstrip": false,
|
| 934 |
-
"normalized": false,
|
| 935 |
-
"rstrip": false,
|
| 936 |
-
"single_word": false,
|
| 937 |
-
"special": true
|
| 938 |
-
},
|
| 939 |
-
"117": {
|
| 940 |
-
"content": "<|reserved_37|>",
|
| 941 |
-
"lstrip": false,
|
| 942 |
-
"normalized": false,
|
| 943 |
-
"rstrip": false,
|
| 944 |
-
"single_word": false,
|
| 945 |
-
"special": true
|
| 946 |
-
},
|
| 947 |
-
"118": {
|
| 948 |
-
"content": "<|reserved_38|>",
|
| 949 |
-
"lstrip": false,
|
| 950 |
-
"normalized": false,
|
| 951 |
-
"rstrip": false,
|
| 952 |
-
"single_word": false,
|
| 953 |
-
"special": true
|
| 954 |
-
},
|
| 955 |
-
"119": {
|
| 956 |
-
"content": "<|reserved_39|>",
|
| 957 |
-
"lstrip": false,
|
| 958 |
-
"normalized": false,
|
| 959 |
-
"rstrip": false,
|
| 960 |
-
"single_word": false,
|
| 961 |
-
"special": true
|
| 962 |
-
},
|
| 963 |
-
"120": {
|
| 964 |
-
"content": "<|reserved_40|>",
|
| 965 |
-
"lstrip": false,
|
| 966 |
-
"normalized": false,
|
| 967 |
-
"rstrip": false,
|
| 968 |
-
"single_word": false,
|
| 969 |
-
"special": true
|
| 970 |
-
},
|
| 971 |
-
"121": {
|
| 972 |
-
"content": "<|reserved_41|>",
|
| 973 |
-
"lstrip": false,
|
| 974 |
-
"normalized": false,
|
| 975 |
-
"rstrip": false,
|
| 976 |
-
"single_word": false,
|
| 977 |
-
"special": true
|
| 978 |
-
},
|
| 979 |
-
"122": {
|
| 980 |
-
"content": "<|reserved_42|>",
|
| 981 |
-
"lstrip": false,
|
| 982 |
-
"normalized": false,
|
| 983 |
-
"rstrip": false,
|
| 984 |
-
"single_word": false,
|
| 985 |
-
"special": true
|
| 986 |
-
},
|
| 987 |
-
"123": {
|
| 988 |
-
"content": "<|reserved_43|>",
|
| 989 |
-
"lstrip": false,
|
| 990 |
-
"normalized": false,
|
| 991 |
-
"rstrip": false,
|
| 992 |
-
"single_word": false,
|
| 993 |
-
"special": true
|
| 994 |
-
},
|
| 995 |
-
"124": {
|
| 996 |
-
"content": "<|reserved_44|>",
|
| 997 |
-
"lstrip": false,
|
| 998 |
-
"normalized": false,
|
| 999 |
-
"rstrip": false,
|
| 1000 |
-
"single_word": false,
|
| 1001 |
-
"special": true
|
| 1002 |
-
},
|
| 1003 |
-
"125": {
|
| 1004 |
-
"content": "<|reserved_45|>",
|
| 1005 |
-
"lstrip": false,
|
| 1006 |
-
"normalized": false,
|
| 1007 |
-
"rstrip": false,
|
| 1008 |
-
"single_word": false,
|
| 1009 |
-
"special": true
|
| 1010 |
-
},
|
| 1011 |
-
"126": {
|
| 1012 |
-
"content": "<|reserved_46|>",
|
| 1013 |
-
"lstrip": false,
|
| 1014 |
-
"normalized": false,
|
| 1015 |
-
"rstrip": false,
|
| 1016 |
-
"single_word": false,
|
| 1017 |
-
"special": true
|
| 1018 |
-
},
|
| 1019 |
-
"127": {
|
| 1020 |
-
"content": "<|reserved_47|>",
|
| 1021 |
-
"lstrip": false,
|
| 1022 |
-
"normalized": false,
|
| 1023 |
-
"rstrip": false,
|
| 1024 |
-
"single_word": false,
|
| 1025 |
-
"special": true
|
| 1026 |
-
}
|
| 1027 |
-
},
|
| 1028 |
-
"bos_token": "<s>",
|
| 1029 |
-
"chat_template": "{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
|
| 1030 |
-
"clean_up_tokenization_spaces": false,
|
| 1031 |
-
"eos_token": "</s>",
|
| 1032 |
-
"model_max_length": 1000000000000000019884624838656,
|
| 1033 |
-
"pad_token": "</s>",
|
| 1034 |
-
"tokenizer_class": "PreTrainedTokenizerFast",
|
| 1035 |
-
"unk_token": "<unk>"
|
| 1036 |
-
}
|
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|
out/pretrain/step-00005000/hyperparameters.yaml
DELETED
|
@@ -1,66 +0,0 @@
|
|
| 1 |
-
model_name: tiny-llama-1.1b
|
| 2 |
-
model_config:
|
| 3 |
-
name: ''
|
| 4 |
-
hf_config: {}
|
| 5 |
-
scale_embeddings: false
|
| 6 |
-
block_size: 32768
|
| 7 |
-
vocab_size: 32768
|
| 8 |
-
padding_multiple: 512
|
| 9 |
-
padded_vocab_size: 32768
|
| 10 |
-
n_layer: 10
|
| 11 |
-
n_head: 12
|
| 12 |
-
n_embd: 312
|
| 13 |
-
rotary_percentage: 1.0
|
| 14 |
-
parallel_residual: false
|
| 15 |
-
bias: false
|
| 16 |
-
lm_head_bias: false
|
| 17 |
-
n_query_groups: 4
|
| 18 |
-
shared_attention_norm: false
|
| 19 |
-
norm_class_name: RMSNorm
|
| 20 |
-
post_attention_norm: false
|
| 21 |
-
post_mlp_norm: false
|
| 22 |
-
norm_eps: 1.0e-05
|
| 23 |
-
mlp_class_name: LLaMAMLP
|
| 24 |
-
gelu_approximate: none
|
| 25 |
-
intermediate_size: 1092
|
| 26 |
-
rope_condense_ratio: 1
|
| 27 |
-
rope_base: 500000
|
| 28 |
-
n_expert: 0
|
| 29 |
-
n_expert_per_token: 0
|
| 30 |
-
out_dir: ../out/pretrain
|
| 31 |
-
precision: bf16-true
|
| 32 |
-
resume: auto
|
| 33 |
-
data:
|
| 34 |
-
class_path: litgpt.data.LitData
|
| 35 |
-
init_args:
|
| 36 |
-
data_path: ../data/
|
| 37 |
-
seed: 42
|
| 38 |
-
num_workers: 16
|
| 39 |
-
train:
|
| 40 |
-
save_interval: 1000
|
| 41 |
-
log_interval: 1
|
| 42 |
-
global_batch_size: 512
|
| 43 |
-
micro_batch_size: 16
|
| 44 |
-
lr_warmup_steps: 2000
|
| 45 |
-
max_tokens: 9782206713
|
| 46 |
-
max_seq_length: 2048
|
| 47 |
-
max_norm: 1.0
|
| 48 |
-
min_lr: 4.0e-05
|
| 49 |
-
eval:
|
| 50 |
-
interval: 1000
|
| 51 |
-
max_iters: 100
|
| 52 |
-
initial_validation: false
|
| 53 |
-
final_validation: false
|
| 54 |
-
optimizer:
|
| 55 |
-
class_path: grokadamw.GrokAdamW
|
| 56 |
-
init_args:
|
| 57 |
-
lr: 5.0e-05
|
| 58 |
-
weight_decay: 0.1
|
| 59 |
-
betas:
|
| 60 |
-
- 0.9
|
| 61 |
-
- 0.95
|
| 62 |
-
devices: auto
|
| 63 |
-
num_nodes: 1
|
| 64 |
-
tokenizer_dir: ..
|
| 65 |
-
logger_name: wandb
|
| 66 |
-
seed: 42
|
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|
out/pretrain/step-00005000/lit_model.pth
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:37c4cc39436a225e711f00bff6f2982f371491f0f7b7ec80976aba7704bbb703
|
| 3 |
-
size 266269738
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|
out/pretrain/step-00005000/model_config.yaml
DELETED
|
@@ -1,33 +0,0 @@
|
|
| 1 |
-
attention_logit_softcapping: null
|
| 2 |
-
attention_scores_scalar: null
|
| 3 |
-
bias: false
|
| 4 |
-
block_size: 32768
|
| 5 |
-
final_logit_softcapping: null
|
| 6 |
-
gelu_approximate: none
|
| 7 |
-
head_size: 26
|
| 8 |
-
hf_config: {}
|
| 9 |
-
intermediate_size: 1092
|
| 10 |
-
lm_head_bias: false
|
| 11 |
-
mlp_class_name: LLaMAMLP
|
| 12 |
-
n_embd: 312
|
| 13 |
-
n_expert: 0
|
| 14 |
-
n_expert_per_token: 0
|
| 15 |
-
n_head: 12
|
| 16 |
-
n_layer: 10
|
| 17 |
-
n_query_groups: 4
|
| 18 |
-
name: ''
|
| 19 |
-
norm_class_name: RMSNorm
|
| 20 |
-
norm_eps: 1.0e-05
|
| 21 |
-
padded_vocab_size: 32768
|
| 22 |
-
padding_multiple: 512
|
| 23 |
-
parallel_residual: false
|
| 24 |
-
post_attention_norm: false
|
| 25 |
-
post_mlp_norm: false
|
| 26 |
-
rope_base: 500000
|
| 27 |
-
rope_condense_ratio: 1
|
| 28 |
-
rotary_percentage: 1.0
|
| 29 |
-
scale_embeddings: false
|
| 30 |
-
shared_attention_norm: false
|
| 31 |
-
sliding_window_layer_placing: null
|
| 32 |
-
sliding_window_size: null
|
| 33 |
-
vocab_size: 32768
|
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out/pretrain/step-00005000/tokenizer.json
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out/pretrain/step-00005000/tokenizer_config.json
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| 1 |
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{
|
| 2 |
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"added_tokens_decoder": {
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| 3 |
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"0": {
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| 4 |
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|
| 5 |
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"special": true
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"single_word": false,
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| 25 |
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"special": true
|
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},
|
| 27 |
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"3": {
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"content": "<|im_start|>",
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| 30 |
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|
| 31 |
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"single_word": false,
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| 33 |
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"special": true
|
| 34 |
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},
|
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"content": "<|im_end|>",
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|
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"special": true
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"single_word": false,
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"special": true
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},
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"9": {
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"content": "<tools>",
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"single_word": false,
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"12": {
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"content": "</tool_call>",
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"13": {
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"14": {
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|
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|
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|
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| 343 |
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|
| 344 |
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|
| 345 |
-
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|
| 346 |
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|
| 347 |
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| 348 |
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| 349 |
-
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|
| 350 |
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|
| 351 |
-
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| 352 |
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|
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-
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|
| 354 |
-
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| 355 |
-
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| 356 |
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| 357 |
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|
| 361 |
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|
| 362 |
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| 363 |
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|
| 364 |
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|
| 365 |
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| 369 |
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|
| 370 |
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|
| 371 |
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|
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|
| 377 |
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|
| 378 |
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| 379 |
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|
| 380 |
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| 381 |
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|
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|
| 385 |
-
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|
| 386 |
-
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|
| 387 |
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|
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| 389 |
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|
| 390 |
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|
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|
| 392 |
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|
| 393 |
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|
| 394 |
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|
| 395 |
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| 834 |
-
},
|
| 835 |
-
"104": {
|
| 836 |
-
"content": "<|reserved_24|>",
|
| 837 |
-
"lstrip": false,
|
| 838 |
-
"normalized": false,
|
| 839 |
-
"rstrip": false,
|
| 840 |
-
"single_word": false,
|
| 841 |
-
"special": true
|
| 842 |
-
},
|
| 843 |
-
"105": {
|
| 844 |
-
"content": "<|reserved_25|>",
|
| 845 |
-
"lstrip": false,
|
| 846 |
-
"normalized": false,
|
| 847 |
-
"rstrip": false,
|
| 848 |
-
"single_word": false,
|
| 849 |
-
"special": true
|
| 850 |
-
},
|
| 851 |
-
"106": {
|
| 852 |
-
"content": "<|reserved_26|>",
|
| 853 |
-
"lstrip": false,
|
| 854 |
-
"normalized": false,
|
| 855 |
-
"rstrip": false,
|
| 856 |
-
"single_word": false,
|
| 857 |
-
"special": true
|
| 858 |
-
},
|
| 859 |
-
"107": {
|
| 860 |
-
"content": "<|reserved_27|>",
|
| 861 |
-
"lstrip": false,
|
| 862 |
-
"normalized": false,
|
| 863 |
-
"rstrip": false,
|
| 864 |
-
"single_word": false,
|
| 865 |
-
"special": true
|
| 866 |
-
},
|
| 867 |
-
"108": {
|
| 868 |
-
"content": "<|reserved_28|>",
|
| 869 |
-
"lstrip": false,
|
| 870 |
-
"normalized": false,
|
| 871 |
-
"rstrip": false,
|
| 872 |
-
"single_word": false,
|
| 873 |
-
"special": true
|
| 874 |
-
},
|
| 875 |
-
"109": {
|
| 876 |
-
"content": "<|reserved_29|>",
|
| 877 |
-
"lstrip": false,
|
| 878 |
-
"normalized": false,
|
| 879 |
-
"rstrip": false,
|
| 880 |
-
"single_word": false,
|
| 881 |
-
"special": true
|
| 882 |
-
},
|
| 883 |
-
"110": {
|
| 884 |
-
"content": "<|reserved_30|>",
|
| 885 |
-
"lstrip": false,
|
| 886 |
-
"normalized": false,
|
| 887 |
-
"rstrip": false,
|
| 888 |
-
"single_word": false,
|
| 889 |
-
"special": true
|
| 890 |
-
},
|
| 891 |
-
"111": {
|
| 892 |
-
"content": "<|reserved_31|>",
|
| 893 |
-
"lstrip": false,
|
| 894 |
-
"normalized": false,
|
| 895 |
-
"rstrip": false,
|
| 896 |
-
"single_word": false,
|
| 897 |
-
"special": true
|
| 898 |
-
},
|
| 899 |
-
"112": {
|
| 900 |
-
"content": "<|reserved_32|>",
|
| 901 |
-
"lstrip": false,
|
| 902 |
-
"normalized": false,
|
| 903 |
-
"rstrip": false,
|
| 904 |
-
"single_word": false,
|
| 905 |
-
"special": true
|
| 906 |
-
},
|
| 907 |
-
"113": {
|
| 908 |
-
"content": "<|reserved_33|>",
|
| 909 |
-
"lstrip": false,
|
| 910 |
-
"normalized": false,
|
| 911 |
-
"rstrip": false,
|
| 912 |
-
"single_word": false,
|
| 913 |
-
"special": true
|
| 914 |
-
},
|
| 915 |
-
"114": {
|
| 916 |
-
"content": "<|reserved_34|>",
|
| 917 |
-
"lstrip": false,
|
| 918 |
-
"normalized": false,
|
| 919 |
-
"rstrip": false,
|
| 920 |
-
"single_word": false,
|
| 921 |
-
"special": true
|
| 922 |
-
},
|
| 923 |
-
"115": {
|
| 924 |
-
"content": "<|reserved_35|>",
|
| 925 |
-
"lstrip": false,
|
| 926 |
-
"normalized": false,
|
| 927 |
-
"rstrip": false,
|
| 928 |
-
"single_word": false,
|
| 929 |
-
"special": true
|
| 930 |
-
},
|
| 931 |
-
"116": {
|
| 932 |
-
"content": "<|reserved_36|>",
|
| 933 |
-
"lstrip": false,
|
| 934 |
-
"normalized": false,
|
| 935 |
-
"rstrip": false,
|
| 936 |
-
"single_word": false,
|
| 937 |
-
"special": true
|
| 938 |
-
},
|
| 939 |
-
"117": {
|
| 940 |
-
"content": "<|reserved_37|>",
|
| 941 |
-
"lstrip": false,
|
| 942 |
-
"normalized": false,
|
| 943 |
-
"rstrip": false,
|
| 944 |
-
"single_word": false,
|
| 945 |
-
"special": true
|
| 946 |
-
},
|
| 947 |
-
"118": {
|
| 948 |
-
"content": "<|reserved_38|>",
|
| 949 |
-
"lstrip": false,
|
| 950 |
-
"normalized": false,
|
| 951 |
-
"rstrip": false,
|
| 952 |
-
"single_word": false,
|
| 953 |
-
"special": true
|
| 954 |
-
},
|
| 955 |
-
"119": {
|
| 956 |
-
"content": "<|reserved_39|>",
|
| 957 |
-
"lstrip": false,
|
| 958 |
-
"normalized": false,
|
| 959 |
-
"rstrip": false,
|
| 960 |
-
"single_word": false,
|
| 961 |
-
"special": true
|
| 962 |
-
},
|
| 963 |
-
"120": {
|
| 964 |
-
"content": "<|reserved_40|>",
|
| 965 |
-
"lstrip": false,
|
| 966 |
-
"normalized": false,
|
| 967 |
-
"rstrip": false,
|
| 968 |
-
"single_word": false,
|
| 969 |
-
"special": true
|
| 970 |
-
},
|
| 971 |
-
"121": {
|
| 972 |
-
"content": "<|reserved_41|>",
|
| 973 |
-
"lstrip": false,
|
| 974 |
-
"normalized": false,
|
| 975 |
-
"rstrip": false,
|
| 976 |
-
"single_word": false,
|
| 977 |
-
"special": true
|
| 978 |
-
},
|
| 979 |
-
"122": {
|
| 980 |
-
"content": "<|reserved_42|>",
|
| 981 |
-
"lstrip": false,
|
| 982 |
-
"normalized": false,
|
| 983 |
-
"rstrip": false,
|
| 984 |
-
"single_word": false,
|
| 985 |
-
"special": true
|
| 986 |
-
},
|
| 987 |
-
"123": {
|
| 988 |
-
"content": "<|reserved_43|>",
|
| 989 |
-
"lstrip": false,
|
| 990 |
-
"normalized": false,
|
| 991 |
-
"rstrip": false,
|
| 992 |
-
"single_word": false,
|
| 993 |
-
"special": true
|
| 994 |
-
},
|
| 995 |
-
"124": {
|
| 996 |
-
"content": "<|reserved_44|>",
|
| 997 |
-
"lstrip": false,
|
| 998 |
-
"normalized": false,
|
| 999 |
-
"rstrip": false,
|
| 1000 |
-
"single_word": false,
|
| 1001 |
-
"special": true
|
| 1002 |
-
},
|
| 1003 |
-
"125": {
|
| 1004 |
-
"content": "<|reserved_45|>",
|
| 1005 |
-
"lstrip": false,
|
| 1006 |
-
"normalized": false,
|
| 1007 |
-
"rstrip": false,
|
| 1008 |
-
"single_word": false,
|
| 1009 |
-
"special": true
|
| 1010 |
-
},
|
| 1011 |
-
"126": {
|
| 1012 |
-
"content": "<|reserved_46|>",
|
| 1013 |
-
"lstrip": false,
|
| 1014 |
-
"normalized": false,
|
| 1015 |
-
"rstrip": false,
|
| 1016 |
-
"single_word": false,
|
| 1017 |
-
"special": true
|
| 1018 |
-
},
|
| 1019 |
-
"127": {
|
| 1020 |
-
"content": "<|reserved_47|>",
|
| 1021 |
-
"lstrip": false,
|
| 1022 |
-
"normalized": false,
|
| 1023 |
-
"rstrip": false,
|
| 1024 |
-
"single_word": false,
|
| 1025 |
-
"special": true
|
| 1026 |
-
}
|
| 1027 |
-
},
|
| 1028 |
-
"bos_token": "<s>",
|
| 1029 |
-
"chat_template": "{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
|
| 1030 |
-
"clean_up_tokenization_spaces": false,
|
| 1031 |
-
"eos_token": "</s>",
|
| 1032 |
-
"model_max_length": 1000000000000000019884624838656,
|
| 1033 |
-
"pad_token": "</s>",
|
| 1034 |
-
"tokenizer_class": "PreTrainedTokenizerFast",
|
| 1035 |
-
"unk_token": "<unk>"
|
| 1036 |
-
}
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|
out/pretrain/step-00006000/hyperparameters.yaml
DELETED
|
@@ -1,66 +0,0 @@
|
|
| 1 |
-
model_name: tiny-llama-1.1b
|
| 2 |
-
model_config:
|
| 3 |
-
name: ''
|
| 4 |
-
hf_config: {}
|
| 5 |
-
scale_embeddings: false
|
| 6 |
-
block_size: 32768
|
| 7 |
-
vocab_size: 32768
|
| 8 |
-
padding_multiple: 512
|
| 9 |
-
padded_vocab_size: 32768
|
| 10 |
-
n_layer: 10
|
| 11 |
-
n_head: 12
|
| 12 |
-
n_embd: 312
|
| 13 |
-
rotary_percentage: 1.0
|
| 14 |
-
parallel_residual: false
|
| 15 |
-
bias: false
|
| 16 |
-
lm_head_bias: false
|
| 17 |
-
n_query_groups: 4
|
| 18 |
-
shared_attention_norm: false
|
| 19 |
-
norm_class_name: RMSNorm
|
| 20 |
-
post_attention_norm: false
|
| 21 |
-
post_mlp_norm: false
|
| 22 |
-
norm_eps: 1.0e-05
|
| 23 |
-
mlp_class_name: LLaMAMLP
|
| 24 |
-
gelu_approximate: none
|
| 25 |
-
intermediate_size: 1092
|
| 26 |
-
rope_condense_ratio: 1
|
| 27 |
-
rope_base: 500000
|
| 28 |
-
n_expert: 0
|
| 29 |
-
n_expert_per_token: 0
|
| 30 |
-
out_dir: ../out/pretrain
|
| 31 |
-
precision: bf16-true
|
| 32 |
-
resume: auto
|
| 33 |
-
data:
|
| 34 |
-
class_path: litgpt.data.LitData
|
| 35 |
-
init_args:
|
| 36 |
-
data_path: ../data/
|
| 37 |
-
seed: 42
|
| 38 |
-
num_workers: 16
|
| 39 |
-
train:
|
| 40 |
-
save_interval: 1000
|
| 41 |
-
log_interval: 1
|
| 42 |
-
global_batch_size: 512
|
| 43 |
-
micro_batch_size: 16
|
| 44 |
-
lr_warmup_steps: 2000
|
| 45 |
-
max_tokens: 9782206713
|
| 46 |
-
max_seq_length: 2048
|
| 47 |
-
max_norm: 1.0
|
| 48 |
-
min_lr: 4.0e-05
|
| 49 |
-
eval:
|
| 50 |
-
interval: 1000
|
| 51 |
-
max_iters: 100
|
| 52 |
-
initial_validation: false
|
| 53 |
-
final_validation: false
|
| 54 |
-
optimizer:
|
| 55 |
-
class_path: grokadamw.GrokAdamW
|
| 56 |
-
init_args:
|
| 57 |
-
lr: 5.0e-05
|
| 58 |
-
weight_decay: 0.1
|
| 59 |
-
betas:
|
| 60 |
-
- 0.9
|
| 61 |
-
- 0.95
|
| 62 |
-
devices: auto
|
| 63 |
-
num_nodes: 1
|
| 64 |
-
tokenizer_dir: ..
|
| 65 |
-
logger_name: wandb
|
| 66 |
-
seed: 42
|
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|
out/pretrain/step-00006000/lit_model.pth
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:ecdf5853a2560c5dfb99047b52890b89c299ff1ea8f72bb24fc9d6e7122a0536
|
| 3 |
-
size 266269738
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|
out/pretrain/step-00006000/model_config.yaml
DELETED
|
@@ -1,33 +0,0 @@
|
|
| 1 |
-
attention_logit_softcapping: null
|
| 2 |
-
attention_scores_scalar: null
|
| 3 |
-
bias: false
|
| 4 |
-
block_size: 32768
|
| 5 |
-
final_logit_softcapping: null
|
| 6 |
-
gelu_approximate: none
|
| 7 |
-
head_size: 26
|
| 8 |
-
hf_config: {}
|
| 9 |
-
intermediate_size: 1092
|
| 10 |
-
lm_head_bias: false
|
| 11 |
-
mlp_class_name: LLaMAMLP
|
| 12 |
-
n_embd: 312
|
| 13 |
-
n_expert: 0
|
| 14 |
-
n_expert_per_token: 0
|
| 15 |
-
n_head: 12
|
| 16 |
-
n_layer: 10
|
| 17 |
-
n_query_groups: 4
|
| 18 |
-
name: ''
|
| 19 |
-
norm_class_name: RMSNorm
|
| 20 |
-
norm_eps: 1.0e-05
|
| 21 |
-
padded_vocab_size: 32768
|
| 22 |
-
padding_multiple: 512
|
| 23 |
-
parallel_residual: false
|
| 24 |
-
post_attention_norm: false
|
| 25 |
-
post_mlp_norm: false
|
| 26 |
-
rope_base: 500000
|
| 27 |
-
rope_condense_ratio: 1
|
| 28 |
-
rotary_percentage: 1.0
|
| 29 |
-
scale_embeddings: false
|
| 30 |
-
shared_attention_norm: false
|
| 31 |
-
sliding_window_layer_placing: null
|
| 32 |
-
sliding_window_size: null
|
| 33 |
-
vocab_size: 32768
|
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out/pretrain/step-00006000/tokenizer.json
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out/pretrain/step-00006000/tokenizer_config.json
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| 1 |
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{
|
| 2 |
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"added_tokens_decoder": {
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| 3 |
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"0": {
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| 4 |
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"content": "<unk>",
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| 5 |
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| 6 |
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"single_word": false,
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"special": true
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},
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"1": {
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"content": "<s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"2": {
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"content": "</s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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| 24 |
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"single_word": false,
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| 25 |
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"special": true
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},
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| 27 |
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"3": {
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"content": "<|im_start|>",
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"lstrip": false,
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| 30 |
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"normalized": false,
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| 31 |
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"rstrip": false,
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"single_word": false,
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| 33 |
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"special": true
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},
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"4": {
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"content": "<|im_end|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"5": {
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"content": "system",
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"lstrip": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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| 51 |
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"6": {
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"content": "user",
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| 53 |
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"lstrip": false,
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| 54 |
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"7": {
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"content": "assistant",
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"8": {
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"content": "tool",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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| 72 |
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"single_word": false,
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"special": true
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| 74 |
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},
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"9": {
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"content": "<tools>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"10": {
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"content": "</tools>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"11": {
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"content": "<tool_call>",
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"lstrip": false,
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| 94 |
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"normalized": false,
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"single_word": false,
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"special": true
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},
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"12": {
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"content": "</tool_call>",
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"lstrip": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"13": {
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"content": "<tool_response>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"14": {
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"content": "</tool_response>",
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"lstrip": false,
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"special": true
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"special": true
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},
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"17": {
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"content": "<arguments>",
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},
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"18": {
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"content": "</arguments>",
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"19": {
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"20": {
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| 343 |
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| 344 |
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| 345 |
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| 347 |
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| 350 |
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| 351 |
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| 352 |
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|
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| 361 |
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|
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"109": {
|
| 876 |
-
"content": "<|reserved_29|>",
|
| 877 |
-
"lstrip": false,
|
| 878 |
-
"normalized": false,
|
| 879 |
-
"rstrip": false,
|
| 880 |
-
"single_word": false,
|
| 881 |
-
"special": true
|
| 882 |
-
},
|
| 883 |
-
"110": {
|
| 884 |
-
"content": "<|reserved_30|>",
|
| 885 |
-
"lstrip": false,
|
| 886 |
-
"normalized": false,
|
| 887 |
-
"rstrip": false,
|
| 888 |
-
"single_word": false,
|
| 889 |
-
"special": true
|
| 890 |
-
},
|
| 891 |
-
"111": {
|
| 892 |
-
"content": "<|reserved_31|>",
|
| 893 |
-
"lstrip": false,
|
| 894 |
-
"normalized": false,
|
| 895 |
-
"rstrip": false,
|
| 896 |
-
"single_word": false,
|
| 897 |
-
"special": true
|
| 898 |
-
},
|
| 899 |
-
"112": {
|
| 900 |
-
"content": "<|reserved_32|>",
|
| 901 |
-
"lstrip": false,
|
| 902 |
-
"normalized": false,
|
| 903 |
-
"rstrip": false,
|
| 904 |
-
"single_word": false,
|
| 905 |
-
"special": true
|
| 906 |
-
},
|
| 907 |
-
"113": {
|
| 908 |
-
"content": "<|reserved_33|>",
|
| 909 |
-
"lstrip": false,
|
| 910 |
-
"normalized": false,
|
| 911 |
-
"rstrip": false,
|
| 912 |
-
"single_word": false,
|
| 913 |
-
"special": true
|
| 914 |
-
},
|
| 915 |
-
"114": {
|
| 916 |
-
"content": "<|reserved_34|>",
|
| 917 |
-
"lstrip": false,
|
| 918 |
-
"normalized": false,
|
| 919 |
-
"rstrip": false,
|
| 920 |
-
"single_word": false,
|
| 921 |
-
"special": true
|
| 922 |
-
},
|
| 923 |
-
"115": {
|
| 924 |
-
"content": "<|reserved_35|>",
|
| 925 |
-
"lstrip": false,
|
| 926 |
-
"normalized": false,
|
| 927 |
-
"rstrip": false,
|
| 928 |
-
"single_word": false,
|
| 929 |
-
"special": true
|
| 930 |
-
},
|
| 931 |
-
"116": {
|
| 932 |
-
"content": "<|reserved_36|>",
|
| 933 |
-
"lstrip": false,
|
| 934 |
-
"normalized": false,
|
| 935 |
-
"rstrip": false,
|
| 936 |
-
"single_word": false,
|
| 937 |
-
"special": true
|
| 938 |
-
},
|
| 939 |
-
"117": {
|
| 940 |
-
"content": "<|reserved_37|>",
|
| 941 |
-
"lstrip": false,
|
| 942 |
-
"normalized": false,
|
| 943 |
-
"rstrip": false,
|
| 944 |
-
"single_word": false,
|
| 945 |
-
"special": true
|
| 946 |
-
},
|
| 947 |
-
"118": {
|
| 948 |
-
"content": "<|reserved_38|>",
|
| 949 |
-
"lstrip": false,
|
| 950 |
-
"normalized": false,
|
| 951 |
-
"rstrip": false,
|
| 952 |
-
"single_word": false,
|
| 953 |
-
"special": true
|
| 954 |
-
},
|
| 955 |
-
"119": {
|
| 956 |
-
"content": "<|reserved_39|>",
|
| 957 |
-
"lstrip": false,
|
| 958 |
-
"normalized": false,
|
| 959 |
-
"rstrip": false,
|
| 960 |
-
"single_word": false,
|
| 961 |
-
"special": true
|
| 962 |
-
},
|
| 963 |
-
"120": {
|
| 964 |
-
"content": "<|reserved_40|>",
|
| 965 |
-
"lstrip": false,
|
| 966 |
-
"normalized": false,
|
| 967 |
-
"rstrip": false,
|
| 968 |
-
"single_word": false,
|
| 969 |
-
"special": true
|
| 970 |
-
},
|
| 971 |
-
"121": {
|
| 972 |
-
"content": "<|reserved_41|>",
|
| 973 |
-
"lstrip": false,
|
| 974 |
-
"normalized": false,
|
| 975 |
-
"rstrip": false,
|
| 976 |
-
"single_word": false,
|
| 977 |
-
"special": true
|
| 978 |
-
},
|
| 979 |
-
"122": {
|
| 980 |
-
"content": "<|reserved_42|>",
|
| 981 |
-
"lstrip": false,
|
| 982 |
-
"normalized": false,
|
| 983 |
-
"rstrip": false,
|
| 984 |
-
"single_word": false,
|
| 985 |
-
"special": true
|
| 986 |
-
},
|
| 987 |
-
"123": {
|
| 988 |
-
"content": "<|reserved_43|>",
|
| 989 |
-
"lstrip": false,
|
| 990 |
-
"normalized": false,
|
| 991 |
-
"rstrip": false,
|
| 992 |
-
"single_word": false,
|
| 993 |
-
"special": true
|
| 994 |
-
},
|
| 995 |
-
"124": {
|
| 996 |
-
"content": "<|reserved_44|>",
|
| 997 |
-
"lstrip": false,
|
| 998 |
-
"normalized": false,
|
| 999 |
-
"rstrip": false,
|
| 1000 |
-
"single_word": false,
|
| 1001 |
-
"special": true
|
| 1002 |
-
},
|
| 1003 |
-
"125": {
|
| 1004 |
-
"content": "<|reserved_45|>",
|
| 1005 |
-
"lstrip": false,
|
| 1006 |
-
"normalized": false,
|
| 1007 |
-
"rstrip": false,
|
| 1008 |
-
"single_word": false,
|
| 1009 |
-
"special": true
|
| 1010 |
-
},
|
| 1011 |
-
"126": {
|
| 1012 |
-
"content": "<|reserved_46|>",
|
| 1013 |
-
"lstrip": false,
|
| 1014 |
-
"normalized": false,
|
| 1015 |
-
"rstrip": false,
|
| 1016 |
-
"single_word": false,
|
| 1017 |
-
"special": true
|
| 1018 |
-
},
|
| 1019 |
-
"127": {
|
| 1020 |
-
"content": "<|reserved_47|>",
|
| 1021 |
-
"lstrip": false,
|
| 1022 |
-
"normalized": false,
|
| 1023 |
-
"rstrip": false,
|
| 1024 |
-
"single_word": false,
|
| 1025 |
-
"special": true
|
| 1026 |
-
}
|
| 1027 |
-
},
|
| 1028 |
-
"bos_token": "<s>",
|
| 1029 |
-
"chat_template": "{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
|
| 1030 |
-
"clean_up_tokenization_spaces": false,
|
| 1031 |
-
"eos_token": "</s>",
|
| 1032 |
-
"model_max_length": 1000000000000000019884624838656,
|
| 1033 |
-
"pad_token": "</s>",
|
| 1034 |
-
"tokenizer_class": "PreTrainedTokenizerFast",
|
| 1035 |
-
"unk_token": "<unk>"
|
| 1036 |
-
}
|
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|
out/pretrain/step-00007000/hyperparameters.yaml
DELETED
|
@@ -1,66 +0,0 @@
|
|
| 1 |
-
model_name: tiny-llama-1.1b
|
| 2 |
-
model_config:
|
| 3 |
-
name: ''
|
| 4 |
-
hf_config: {}
|
| 5 |
-
scale_embeddings: false
|
| 6 |
-
block_size: 32768
|
| 7 |
-
vocab_size: 32768
|
| 8 |
-
padding_multiple: 512
|
| 9 |
-
padded_vocab_size: 32768
|
| 10 |
-
n_layer: 10
|
| 11 |
-
n_head: 12
|
| 12 |
-
n_embd: 312
|
| 13 |
-
rotary_percentage: 1.0
|
| 14 |
-
parallel_residual: false
|
| 15 |
-
bias: false
|
| 16 |
-
lm_head_bias: false
|
| 17 |
-
n_query_groups: 4
|
| 18 |
-
shared_attention_norm: false
|
| 19 |
-
norm_class_name: RMSNorm
|
| 20 |
-
post_attention_norm: false
|
| 21 |
-
post_mlp_norm: false
|
| 22 |
-
norm_eps: 1.0e-05
|
| 23 |
-
mlp_class_name: LLaMAMLP
|
| 24 |
-
gelu_approximate: none
|
| 25 |
-
intermediate_size: 1092
|
| 26 |
-
rope_condense_ratio: 1
|
| 27 |
-
rope_base: 500000
|
| 28 |
-
n_expert: 0
|
| 29 |
-
n_expert_per_token: 0
|
| 30 |
-
out_dir: ../out/pretrain
|
| 31 |
-
precision: bf16-true
|
| 32 |
-
resume: auto
|
| 33 |
-
data:
|
| 34 |
-
class_path: litgpt.data.LitData
|
| 35 |
-
init_args:
|
| 36 |
-
data_path: ../data/
|
| 37 |
-
seed: 42
|
| 38 |
-
num_workers: 16
|
| 39 |
-
train:
|
| 40 |
-
save_interval: 1000
|
| 41 |
-
log_interval: 1
|
| 42 |
-
global_batch_size: 512
|
| 43 |
-
micro_batch_size: 16
|
| 44 |
-
lr_warmup_steps: 2000
|
| 45 |
-
max_tokens: 9782206713
|
| 46 |
-
max_seq_length: 2048
|
| 47 |
-
max_norm: 1.0
|
| 48 |
-
min_lr: 4.0e-05
|
| 49 |
-
eval:
|
| 50 |
-
interval: 1000
|
| 51 |
-
max_iters: 100
|
| 52 |
-
initial_validation: false
|
| 53 |
-
final_validation: false
|
| 54 |
-
optimizer:
|
| 55 |
-
class_path: grokadamw.GrokAdamW
|
| 56 |
-
init_args:
|
| 57 |
-
lr: 5.0e-05
|
| 58 |
-
weight_decay: 0.1
|
| 59 |
-
betas:
|
| 60 |
-
- 0.9
|
| 61 |
-
- 0.95
|
| 62 |
-
devices: auto
|
| 63 |
-
num_nodes: 1
|
| 64 |
-
tokenizer_dir: ..
|
| 65 |
-
logger_name: wandb
|
| 66 |
-
seed: 42
|
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|
out/pretrain/step-00007000/lit_model.pth
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:07695a5bba73202ef8021a742d78d781679b816f1217fa00d490bdf0089365cd
|
| 3 |
-
size 266269738
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|
out/pretrain/step-00007000/model_config.yaml
DELETED
|
@@ -1,33 +0,0 @@
|
|
| 1 |
-
attention_logit_softcapping: null
|
| 2 |
-
attention_scores_scalar: null
|
| 3 |
-
bias: false
|
| 4 |
-
block_size: 32768
|
| 5 |
-
final_logit_softcapping: null
|
| 6 |
-
gelu_approximate: none
|
| 7 |
-
head_size: 26
|
| 8 |
-
hf_config: {}
|
| 9 |
-
intermediate_size: 1092
|
| 10 |
-
lm_head_bias: false
|
| 11 |
-
mlp_class_name: LLaMAMLP
|
| 12 |
-
n_embd: 312
|
| 13 |
-
n_expert: 0
|
| 14 |
-
n_expert_per_token: 0
|
| 15 |
-
n_head: 12
|
| 16 |
-
n_layer: 10
|
| 17 |
-
n_query_groups: 4
|
| 18 |
-
name: ''
|
| 19 |
-
norm_class_name: RMSNorm
|
| 20 |
-
norm_eps: 1.0e-05
|
| 21 |
-
padded_vocab_size: 32768
|
| 22 |
-
padding_multiple: 512
|
| 23 |
-
parallel_residual: false
|
| 24 |
-
post_attention_norm: false
|
| 25 |
-
post_mlp_norm: false
|
| 26 |
-
rope_base: 500000
|
| 27 |
-
rope_condense_ratio: 1
|
| 28 |
-
rotary_percentage: 1.0
|
| 29 |
-
scale_embeddings: false
|
| 30 |
-
shared_attention_norm: false
|
| 31 |
-
sliding_window_layer_placing: null
|
| 32 |
-
sliding_window_size: null
|
| 33 |
-
vocab_size: 32768
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|
out/pretrain/step-00007000/tokenizer.json
DELETED
|
The diff for this file is too large to render.
See raw diff
|
|
|
out/pretrain/step-00007000/tokenizer_config.json
DELETED
|
@@ -1,1036 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"added_tokens_decoder": {
|
| 3 |
-
"0": {
|
| 4 |
-
"content": "<unk>",
|
| 5 |
-
"lstrip": false,
|
| 6 |
-
"normalized": false,
|
| 7 |
-
"rstrip": false,
|
| 8 |
-
"single_word": false,
|
| 9 |
-
"special": true
|
| 10 |
-
},
|
| 11 |
-
"1": {
|
| 12 |
-
"content": "<s>",
|
| 13 |
-
"lstrip": false,
|
| 14 |
-
"normalized": false,
|
| 15 |
-
"rstrip": false,
|
| 16 |
-
"single_word": false,
|
| 17 |
-
"special": true
|
| 18 |
-
},
|
| 19 |
-
"2": {
|
| 20 |
-
"content": "</s>",
|
| 21 |
-
"lstrip": false,
|
| 22 |
-
"normalized": false,
|
| 23 |
-
"rstrip": false,
|
| 24 |
-
"single_word": false,
|
| 25 |
-
"special": true
|
| 26 |
-
},
|
| 27 |
-
"3": {
|
| 28 |
-
"content": "<|im_start|>",
|
| 29 |
-
"lstrip": false,
|
| 30 |
-
"normalized": false,
|
| 31 |
-
"rstrip": false,
|
| 32 |
-
"single_word": false,
|
| 33 |
-
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|
| 34 |
-
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| 35 |
-
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| 36 |
-
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| 37 |
-
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| 41 |
-
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| 42 |
-
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| 43 |
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| 44 |
-
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| 49 |
-
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|
| 50 |
-
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| 51 |
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| 52 |
-
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| 56 |
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|
| 57 |
-
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|
| 58 |
-
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| 59 |
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| 60 |
-
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| 61 |
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| 64 |
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| 65 |
-
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| 66 |
-
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| 67 |
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| 68 |
-
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|
| 69 |
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|
| 70 |
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|
| 71 |
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| 72 |
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| 73 |
-
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| 74 |
-
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| 75 |
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| 76 |
-
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|
| 77 |
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| 80 |
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| 81 |
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| 82 |
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| 83 |
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| 84 |
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| 85 |
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| 89 |
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| 90 |
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| 91 |
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| 92 |
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| 93 |
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| 97 |
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| 98 |
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| 99 |
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| 100 |
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| 101 |
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| 105 |
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| 106 |
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| 107 |
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| 108 |
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| 109 |
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| 113 |
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| 114 |
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| 116 |
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| 121 |
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| 124 |
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| 129 |
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| 130 |
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| 132 |
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| 137 |
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| 138 |
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| 139 |
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| 140 |
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| 145 |
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| 146 |
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| 147 |
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| 148 |
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| 149 |
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| 154 |
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| 155 |
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| 156 |
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| 157 |
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| 161 |
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| 162 |
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| 163 |
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| 164 |
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| 169 |
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| 171 |
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| 172 |
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| 177 |
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| 178 |
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| 179 |
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| 180 |
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| 181 |
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| 185 |
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| 186 |
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| 187 |
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| 188 |
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| 189 |
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| 190 |
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| 191 |
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| 192 |
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| 193 |
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| 194 |
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| 195 |
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| 196 |
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| 197 |
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| 201 |
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| 202 |
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| 204 |
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| 212 |
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| 220 |
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| 916 |
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"content": "<|reserved_34|>",
|
| 917 |
-
"lstrip": false,
|
| 918 |
-
"normalized": false,
|
| 919 |
-
"rstrip": false,
|
| 920 |
-
"single_word": false,
|
| 921 |
-
"special": true
|
| 922 |
-
},
|
| 923 |
-
"115": {
|
| 924 |
-
"content": "<|reserved_35|>",
|
| 925 |
-
"lstrip": false,
|
| 926 |
-
"normalized": false,
|
| 927 |
-
"rstrip": false,
|
| 928 |
-
"single_word": false,
|
| 929 |
-
"special": true
|
| 930 |
-
},
|
| 931 |
-
"116": {
|
| 932 |
-
"content": "<|reserved_36|>",
|
| 933 |
-
"lstrip": false,
|
| 934 |
-
"normalized": false,
|
| 935 |
-
"rstrip": false,
|
| 936 |
-
"single_word": false,
|
| 937 |
-
"special": true
|
| 938 |
-
},
|
| 939 |
-
"117": {
|
| 940 |
-
"content": "<|reserved_37|>",
|
| 941 |
-
"lstrip": false,
|
| 942 |
-
"normalized": false,
|
| 943 |
-
"rstrip": false,
|
| 944 |
-
"single_word": false,
|
| 945 |
-
"special": true
|
| 946 |
-
},
|
| 947 |
-
"118": {
|
| 948 |
-
"content": "<|reserved_38|>",
|
| 949 |
-
"lstrip": false,
|
| 950 |
-
"normalized": false,
|
| 951 |
-
"rstrip": false,
|
| 952 |
-
"single_word": false,
|
| 953 |
-
"special": true
|
| 954 |
-
},
|
| 955 |
-
"119": {
|
| 956 |
-
"content": "<|reserved_39|>",
|
| 957 |
-
"lstrip": false,
|
| 958 |
-
"normalized": false,
|
| 959 |
-
"rstrip": false,
|
| 960 |
-
"single_word": false,
|
| 961 |
-
"special": true
|
| 962 |
-
},
|
| 963 |
-
"120": {
|
| 964 |
-
"content": "<|reserved_40|>",
|
| 965 |
-
"lstrip": false,
|
| 966 |
-
"normalized": false,
|
| 967 |
-
"rstrip": false,
|
| 968 |
-
"single_word": false,
|
| 969 |
-
"special": true
|
| 970 |
-
},
|
| 971 |
-
"121": {
|
| 972 |
-
"content": "<|reserved_41|>",
|
| 973 |
-
"lstrip": false,
|
| 974 |
-
"normalized": false,
|
| 975 |
-
"rstrip": false,
|
| 976 |
-
"single_word": false,
|
| 977 |
-
"special": true
|
| 978 |
-
},
|
| 979 |
-
"122": {
|
| 980 |
-
"content": "<|reserved_42|>",
|
| 981 |
-
"lstrip": false,
|
| 982 |
-
"normalized": false,
|
| 983 |
-
"rstrip": false,
|
| 984 |
-
"single_word": false,
|
| 985 |
-
"special": true
|
| 986 |
-
},
|
| 987 |
-
"123": {
|
| 988 |
-
"content": "<|reserved_43|>",
|
| 989 |
-
"lstrip": false,
|
| 990 |
-
"normalized": false,
|
| 991 |
-
"rstrip": false,
|
| 992 |
-
"single_word": false,
|
| 993 |
-
"special": true
|
| 994 |
-
},
|
| 995 |
-
"124": {
|
| 996 |
-
"content": "<|reserved_44|>",
|
| 997 |
-
"lstrip": false,
|
| 998 |
-
"normalized": false,
|
| 999 |
-
"rstrip": false,
|
| 1000 |
-
"single_word": false,
|
| 1001 |
-
"special": true
|
| 1002 |
-
},
|
| 1003 |
-
"125": {
|
| 1004 |
-
"content": "<|reserved_45|>",
|
| 1005 |
-
"lstrip": false,
|
| 1006 |
-
"normalized": false,
|
| 1007 |
-
"rstrip": false,
|
| 1008 |
-
"single_word": false,
|
| 1009 |
-
"special": true
|
| 1010 |
-
},
|
| 1011 |
-
"126": {
|
| 1012 |
-
"content": "<|reserved_46|>",
|
| 1013 |
-
"lstrip": false,
|
| 1014 |
-
"normalized": false,
|
| 1015 |
-
"rstrip": false,
|
| 1016 |
-
"single_word": false,
|
| 1017 |
-
"special": true
|
| 1018 |
-
},
|
| 1019 |
-
"127": {
|
| 1020 |
-
"content": "<|reserved_47|>",
|
| 1021 |
-
"lstrip": false,
|
| 1022 |
-
"normalized": false,
|
| 1023 |
-
"rstrip": false,
|
| 1024 |
-
"single_word": false,
|
| 1025 |
-
"special": true
|
| 1026 |
-
}
|
| 1027 |
-
},
|
| 1028 |
-
"bos_token": "<s>",
|
| 1029 |
-
"chat_template": "{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
|
| 1030 |
-
"clean_up_tokenization_spaces": false,
|
| 1031 |
-
"eos_token": "</s>",
|
| 1032 |
-
"model_max_length": 1000000000000000019884624838656,
|
| 1033 |
-
"pad_token": "</s>",
|
| 1034 |
-
"tokenizer_class": "PreTrainedTokenizerFast",
|
| 1035 |
-
"unk_token": "<unk>"
|
| 1036 |
-
}
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|
out/pretrain/step-00008000/hyperparameters.yaml
DELETED
|
@@ -1,66 +0,0 @@
|
|
| 1 |
-
model_name: tiny-llama-1.1b
|
| 2 |
-
model_config:
|
| 3 |
-
name: ''
|
| 4 |
-
hf_config: {}
|
| 5 |
-
scale_embeddings: false
|
| 6 |
-
block_size: 32768
|
| 7 |
-
vocab_size: 32768
|
| 8 |
-
padding_multiple: 512
|
| 9 |
-
padded_vocab_size: 32768
|
| 10 |
-
n_layer: 10
|
| 11 |
-
n_head: 12
|
| 12 |
-
n_embd: 312
|
| 13 |
-
rotary_percentage: 1.0
|
| 14 |
-
parallel_residual: false
|
| 15 |
-
bias: false
|
| 16 |
-
lm_head_bias: false
|
| 17 |
-
n_query_groups: 4
|
| 18 |
-
shared_attention_norm: false
|
| 19 |
-
norm_class_name: RMSNorm
|
| 20 |
-
post_attention_norm: false
|
| 21 |
-
post_mlp_norm: false
|
| 22 |
-
norm_eps: 1.0e-05
|
| 23 |
-
mlp_class_name: LLaMAMLP
|
| 24 |
-
gelu_approximate: none
|
| 25 |
-
intermediate_size: 1092
|
| 26 |
-
rope_condense_ratio: 1
|
| 27 |
-
rope_base: 500000
|
| 28 |
-
n_expert: 0
|
| 29 |
-
n_expert_per_token: 0
|
| 30 |
-
out_dir: ../out/pretrain
|
| 31 |
-
precision: bf16-true
|
| 32 |
-
resume: auto
|
| 33 |
-
data:
|
| 34 |
-
class_path: litgpt.data.LitData
|
| 35 |
-
init_args:
|
| 36 |
-
data_path: ../data/
|
| 37 |
-
seed: 42
|
| 38 |
-
num_workers: 16
|
| 39 |
-
train:
|
| 40 |
-
save_interval: 1000
|
| 41 |
-
log_interval: 1
|
| 42 |
-
global_batch_size: 512
|
| 43 |
-
micro_batch_size: 16
|
| 44 |
-
lr_warmup_steps: 2000
|
| 45 |
-
max_tokens: 9782206713
|
| 46 |
-
max_seq_length: 2048
|
| 47 |
-
max_norm: 1.0
|
| 48 |
-
min_lr: 4.0e-05
|
| 49 |
-
eval:
|
| 50 |
-
interval: 1000
|
| 51 |
-
max_iters: 100
|
| 52 |
-
initial_validation: false
|
| 53 |
-
final_validation: false
|
| 54 |
-
optimizer:
|
| 55 |
-
class_path: grokadamw.GrokAdamW
|
| 56 |
-
init_args:
|
| 57 |
-
lr: 5.0e-05
|
| 58 |
-
weight_decay: 0.1
|
| 59 |
-
betas:
|
| 60 |
-
- 0.9
|
| 61 |
-
- 0.95
|
| 62 |
-
devices: auto
|
| 63 |
-
num_nodes: 1
|
| 64 |
-
tokenizer_dir: ..
|
| 65 |
-
logger_name: wandb
|
| 66 |
-
seed: 42
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|
out/pretrain/step-00008000/lit_model.pth
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:a1612900670ac10f75c88f82c3f544b624bb33a0ad43eeeeea927fc324fb217e
|
| 3 |
-
size 266269738
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|
out/pretrain/step-00008000/model_config.yaml
DELETED
|
@@ -1,33 +0,0 @@
|
|
| 1 |
-
attention_logit_softcapping: null
|
| 2 |
-
attention_scores_scalar: null
|
| 3 |
-
bias: false
|
| 4 |
-
block_size: 32768
|
| 5 |
-
final_logit_softcapping: null
|
| 6 |
-
gelu_approximate: none
|
| 7 |
-
head_size: 26
|
| 8 |
-
hf_config: {}
|
| 9 |
-
intermediate_size: 1092
|
| 10 |
-
lm_head_bias: false
|
| 11 |
-
mlp_class_name: LLaMAMLP
|
| 12 |
-
n_embd: 312
|
| 13 |
-
n_expert: 0
|
| 14 |
-
n_expert_per_token: 0
|
| 15 |
-
n_head: 12
|
| 16 |
-
n_layer: 10
|
| 17 |
-
n_query_groups: 4
|
| 18 |
-
name: ''
|
| 19 |
-
norm_class_name: RMSNorm
|
| 20 |
-
norm_eps: 1.0e-05
|
| 21 |
-
padded_vocab_size: 32768
|
| 22 |
-
padding_multiple: 512
|
| 23 |
-
parallel_residual: false
|
| 24 |
-
post_attention_norm: false
|
| 25 |
-
post_mlp_norm: false
|
| 26 |
-
rope_base: 500000
|
| 27 |
-
rope_condense_ratio: 1
|
| 28 |
-
rotary_percentage: 1.0
|
| 29 |
-
scale_embeddings: false
|
| 30 |
-
shared_attention_norm: false
|
| 31 |
-
sliding_window_layer_placing: null
|
| 32 |
-
sliding_window_size: null
|
| 33 |
-
vocab_size: 32768
|
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|
out/pretrain/step-00008000/tokenizer.json
DELETED
|
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|
|
|
out/pretrain/step-00008000/tokenizer_config.json
DELETED
|
@@ -1,1036 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"added_tokens_decoder": {
|
| 3 |
-
"0": {
|
| 4 |
-
"content": "<unk>",
|
| 5 |
-
"lstrip": false,
|
| 6 |
-
"normalized": false,
|
| 7 |
-
"rstrip": false,
|
| 8 |
-
"single_word": false,
|
| 9 |
-
"special": true
|
| 10 |
-
},
|
| 11 |
-
"1": {
|
| 12 |
-
"content": "<s>",
|
| 13 |
-
"lstrip": false,
|
| 14 |
-
"normalized": false,
|
| 15 |
-
"rstrip": false,
|
| 16 |
-
"single_word": false,
|
| 17 |
-
"special": true
|
| 18 |
-
},
|
| 19 |
-
"2": {
|
| 20 |
-
"content": "</s>",
|
| 21 |
-
"lstrip": false,
|
| 22 |
-
"normalized": false,
|
| 23 |
-
"rstrip": false,
|
| 24 |
-
"single_word": false,
|
| 25 |
-
"special": true
|
| 26 |
-
},
|
| 27 |
-
"3": {
|
| 28 |
-
"content": "<|im_start|>",
|
| 29 |
-
"lstrip": false,
|
| 30 |
-
"normalized": false,
|
| 31 |
-
"rstrip": false,
|
| 32 |
-
"single_word": false,
|
| 33 |
-
"special": true
|
| 34 |
-
},
|
| 35 |
-
"4": {
|
| 36 |
-
"content": "<|im_end|>",
|
| 37 |
-
"lstrip": false,
|
| 38 |
-
"normalized": false,
|
| 39 |
-
"rstrip": false,
|
| 40 |
-
"single_word": false,
|
| 41 |
-
"special": true
|
| 42 |
-
},
|
| 43 |
-
"5": {
|
| 44 |
-
"content": "system",
|
| 45 |
-
"lstrip": false,
|
| 46 |
-
"normalized": false,
|
| 47 |
-
"rstrip": false,
|
| 48 |
-
"single_word": false,
|
| 49 |
-
"special": true
|
| 50 |
-
},
|
| 51 |
-
"6": {
|
| 52 |
-
"content": "user",
|
| 53 |
-
"lstrip": false,
|
| 54 |
-
"normalized": false,
|
| 55 |
-
"rstrip": false,
|
| 56 |
-
"single_word": false,
|
| 57 |
-
"special": true
|
| 58 |
-
},
|
| 59 |
-
"7": {
|
| 60 |
-
"content": "assistant",
|
| 61 |
-
"lstrip": false,
|
| 62 |
-
"normalized": false,
|
| 63 |
-
"rstrip": false,
|
| 64 |
-
"single_word": false,
|
| 65 |
-
"special": true
|
| 66 |
-
},
|
| 67 |
-
"8": {
|
| 68 |
-
"content": "tool",
|
| 69 |
-
"lstrip": false,
|
| 70 |
-
"normalized": false,
|
| 71 |
-
"rstrip": false,
|
| 72 |
-
"single_word": false,
|
| 73 |
-
"special": true
|
| 74 |
-
},
|
| 75 |
-
"9": {
|
| 76 |
-
"content": "<tools>",
|
| 77 |
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| 957 |
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"lstrip": false,
|
| 958 |
-
"normalized": false,
|
| 959 |
-
"rstrip": false,
|
| 960 |
-
"single_word": false,
|
| 961 |
-
"special": true
|
| 962 |
-
},
|
| 963 |
-
"120": {
|
| 964 |
-
"content": "<|reserved_40|>",
|
| 965 |
-
"lstrip": false,
|
| 966 |
-
"normalized": false,
|
| 967 |
-
"rstrip": false,
|
| 968 |
-
"single_word": false,
|
| 969 |
-
"special": true
|
| 970 |
-
},
|
| 971 |
-
"121": {
|
| 972 |
-
"content": "<|reserved_41|>",
|
| 973 |
-
"lstrip": false,
|
| 974 |
-
"normalized": false,
|
| 975 |
-
"rstrip": false,
|
| 976 |
-
"single_word": false,
|
| 977 |
-
"special": true
|
| 978 |
-
},
|
| 979 |
-
"122": {
|
| 980 |
-
"content": "<|reserved_42|>",
|
| 981 |
-
"lstrip": false,
|
| 982 |
-
"normalized": false,
|
| 983 |
-
"rstrip": false,
|
| 984 |
-
"single_word": false,
|
| 985 |
-
"special": true
|
| 986 |
-
},
|
| 987 |
-
"123": {
|
| 988 |
-
"content": "<|reserved_43|>",
|
| 989 |
-
"lstrip": false,
|
| 990 |
-
"normalized": false,
|
| 991 |
-
"rstrip": false,
|
| 992 |
-
"single_word": false,
|
| 993 |
-
"special": true
|
| 994 |
-
},
|
| 995 |
-
"124": {
|
| 996 |
-
"content": "<|reserved_44|>",
|
| 997 |
-
"lstrip": false,
|
| 998 |
-
"normalized": false,
|
| 999 |
-
"rstrip": false,
|
| 1000 |
-
"single_word": false,
|
| 1001 |
-
"special": true
|
| 1002 |
-
},
|
| 1003 |
-
"125": {
|
| 1004 |
-
"content": "<|reserved_45|>",
|
| 1005 |
-
"lstrip": false,
|
| 1006 |
-
"normalized": false,
|
| 1007 |
-
"rstrip": false,
|
| 1008 |
-
"single_word": false,
|
| 1009 |
-
"special": true
|
| 1010 |
-
},
|
| 1011 |
-
"126": {
|
| 1012 |
-
"content": "<|reserved_46|>",
|
| 1013 |
-
"lstrip": false,
|
| 1014 |
-
"normalized": false,
|
| 1015 |
-
"rstrip": false,
|
| 1016 |
-
"single_word": false,
|
| 1017 |
-
"special": true
|
| 1018 |
-
},
|
| 1019 |
-
"127": {
|
| 1020 |
-
"content": "<|reserved_47|>",
|
| 1021 |
-
"lstrip": false,
|
| 1022 |
-
"normalized": false,
|
| 1023 |
-
"rstrip": false,
|
| 1024 |
-
"single_word": false,
|
| 1025 |
-
"special": true
|
| 1026 |
-
}
|
| 1027 |
-
},
|
| 1028 |
-
"bos_token": "<s>",
|
| 1029 |
-
"chat_template": "{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
|
| 1030 |
-
"clean_up_tokenization_spaces": false,
|
| 1031 |
-
"eos_token": "</s>",
|
| 1032 |
-
"model_max_length": 1000000000000000019884624838656,
|
| 1033 |
-
"pad_token": "</s>",
|
| 1034 |
-
"tokenizer_class": "PreTrainedTokenizerFast",
|
| 1035 |
-
"unk_token": "<unk>"
|
| 1036 |
-
}
|
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out/pretrain/step-00009000/hyperparameters.yaml
DELETED
|
@@ -1,66 +0,0 @@
|
|
| 1 |
-
model_name: tiny-llama-1.1b
|
| 2 |
-
model_config:
|
| 3 |
-
name: ''
|
| 4 |
-
hf_config: {}
|
| 5 |
-
scale_embeddings: false
|
| 6 |
-
block_size: 32768
|
| 7 |
-
vocab_size: 32768
|
| 8 |
-
padding_multiple: 512
|
| 9 |
-
padded_vocab_size: 32768
|
| 10 |
-
n_layer: 10
|
| 11 |
-
n_head: 12
|
| 12 |
-
n_embd: 312
|
| 13 |
-
rotary_percentage: 1.0
|
| 14 |
-
parallel_residual: false
|
| 15 |
-
bias: false
|
| 16 |
-
lm_head_bias: false
|
| 17 |
-
n_query_groups: 4
|
| 18 |
-
shared_attention_norm: false
|
| 19 |
-
norm_class_name: RMSNorm
|
| 20 |
-
post_attention_norm: false
|
| 21 |
-
post_mlp_norm: false
|
| 22 |
-
norm_eps: 1.0e-05
|
| 23 |
-
mlp_class_name: LLaMAMLP
|
| 24 |
-
gelu_approximate: none
|
| 25 |
-
intermediate_size: 1092
|
| 26 |
-
rope_condense_ratio: 1
|
| 27 |
-
rope_base: 500000
|
| 28 |
-
n_expert: 0
|
| 29 |
-
n_expert_per_token: 0
|
| 30 |
-
out_dir: ../out/pretrain
|
| 31 |
-
precision: bf16-true
|
| 32 |
-
resume: auto
|
| 33 |
-
data:
|
| 34 |
-
class_path: litgpt.data.LitData
|
| 35 |
-
init_args:
|
| 36 |
-
data_path: ../data/
|
| 37 |
-
seed: 42
|
| 38 |
-
num_workers: 16
|
| 39 |
-
train:
|
| 40 |
-
save_interval: 1000
|
| 41 |
-
log_interval: 1
|
| 42 |
-
global_batch_size: 512
|
| 43 |
-
micro_batch_size: 16
|
| 44 |
-
lr_warmup_steps: 2000
|
| 45 |
-
max_tokens: 9782206713
|
| 46 |
-
max_seq_length: 2048
|
| 47 |
-
max_norm: 1.0
|
| 48 |
-
min_lr: 4.0e-05
|
| 49 |
-
eval:
|
| 50 |
-
interval: 1000
|
| 51 |
-
max_iters: 100
|
| 52 |
-
initial_validation: false
|
| 53 |
-
final_validation: false
|
| 54 |
-
optimizer:
|
| 55 |
-
class_path: grokadamw.GrokAdamW
|
| 56 |
-
init_args:
|
| 57 |
-
lr: 5.0e-05
|
| 58 |
-
weight_decay: 0.1
|
| 59 |
-
betas:
|
| 60 |
-
- 0.9
|
| 61 |
-
- 0.95
|
| 62 |
-
devices: auto
|
| 63 |
-
num_nodes: 1
|
| 64 |
-
tokenizer_dir: ..
|
| 65 |
-
logger_name: wandb
|
| 66 |
-
seed: 42
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out/pretrain/step-00009000/lit_model.pth
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
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oid sha256:73e8317d05bae3dfe2ca2762b1710dbdae3bc2587a64914d359cf4d6dca81278
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| 3 |
-
size 266269738
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out/pretrain/step-00009000/model_config.yaml
DELETED
|
@@ -1,33 +0,0 @@
|
|
| 1 |
-
attention_logit_softcapping: null
|
| 2 |
-
attention_scores_scalar: null
|
| 3 |
-
bias: false
|
| 4 |
-
block_size: 32768
|
| 5 |
-
final_logit_softcapping: null
|
| 6 |
-
gelu_approximate: none
|
| 7 |
-
head_size: 26
|
| 8 |
-
hf_config: {}
|
| 9 |
-
intermediate_size: 1092
|
| 10 |
-
lm_head_bias: false
|
| 11 |
-
mlp_class_name: LLaMAMLP
|
| 12 |
-
n_embd: 312
|
| 13 |
-
n_expert: 0
|
| 14 |
-
n_expert_per_token: 0
|
| 15 |
-
n_head: 12
|
| 16 |
-
n_layer: 10
|
| 17 |
-
n_query_groups: 4
|
| 18 |
-
name: ''
|
| 19 |
-
norm_class_name: RMSNorm
|
| 20 |
-
norm_eps: 1.0e-05
|
| 21 |
-
padded_vocab_size: 32768
|
| 22 |
-
padding_multiple: 512
|
| 23 |
-
parallel_residual: false
|
| 24 |
-
post_attention_norm: false
|
| 25 |
-
post_mlp_norm: false
|
| 26 |
-
rope_base: 500000
|
| 27 |
-
rope_condense_ratio: 1
|
| 28 |
-
rotary_percentage: 1.0
|
| 29 |
-
scale_embeddings: false
|
| 30 |
-
shared_attention_norm: false
|
| 31 |
-
sliding_window_layer_placing: null
|
| 32 |
-
sliding_window_size: null
|
| 33 |
-
vocab_size: 32768
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out/pretrain/step-00009000/tokenizer.json
DELETED
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|
out/pretrain/step-00009000/tokenizer_config.json
DELETED
|
@@ -1,1036 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"added_tokens_decoder": {
|
| 3 |
-
"0": {
|
| 4 |
-
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|
| 5 |
-
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|
| 6 |
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|
| 7 |
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|
| 8 |
-
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|
| 9 |
-
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|
| 10 |
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| 11 |
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|
| 12 |
-
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| 13 |
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| 14 |
-
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|
| 15 |
-
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|
| 16 |
-
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|
| 17 |
-
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|
| 18 |
-
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| 19 |
-
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| 20 |
-
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| 21 |
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|
| 22 |
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| 23 |
-
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| 24 |
-
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|
| 25 |
-
"special": true
|
| 26 |
-
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|
| 27 |
-
"3": {
|
| 28 |
-
"content": "<|im_start|>",
|
| 29 |
-
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|
| 30 |
-
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|
| 31 |
-
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|
| 32 |
-
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|
| 33 |
-
"special": true
|
| 34 |
-
},
|
| 35 |
-
"4": {
|
| 36 |
-
"content": "<|im_end|>",
|
| 37 |
-
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|
| 38 |
-
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|
| 39 |
-
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|
| 40 |
-
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|
| 41 |
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"special": true
|
| 42 |
-
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| 43 |
-
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|
| 44 |
-
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|
| 45 |
-
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|
| 46 |
-
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|
| 47 |
-
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|
| 48 |
-
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|
| 49 |
-
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|
| 50 |
-
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|
| 51 |
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| 52 |
-
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|
| 53 |
-
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|
| 54 |
-
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|
| 55 |
-
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|
| 56 |
-
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|
| 57 |
-
"special": true
|
| 58 |
-
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|
| 59 |
-
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|
| 60 |
-
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|
| 61 |
-
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|
| 62 |
-
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|
| 63 |
-
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|
| 64 |
-
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|
| 65 |
-
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|
| 66 |
-
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|
| 67 |
-
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|
| 68 |
-
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|
| 69 |
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|
| 70 |
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|
| 71 |
-
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|
| 72 |
-
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|
| 73 |
-
"special": true
|
| 74 |
-
},
|
| 75 |
-
"9": {
|
| 76 |
-
"content": "<tools>",
|
| 77 |
-
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|
| 78 |
-
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|
| 79 |
-
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|
| 80 |
-
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|
| 81 |
-
"special": true
|
| 82 |
-
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|
| 83 |
-
"10": {
|
| 84 |
-
"content": "</tools>",
|
| 85 |
-
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|
| 86 |
-
"normalized": false,
|
| 87 |
-
"rstrip": false,
|
| 88 |
-
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|
| 89 |
-
"special": true
|
| 90 |
-
},
|
| 91 |
-
"11": {
|
| 92 |
-
"content": "<tool_call>",
|
| 93 |
-
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|
| 94 |
-
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|
| 95 |
-
"rstrip": false,
|
| 96 |
-
"single_word": false,
|
| 97 |
-
"special": true
|
| 98 |
-
},
|
| 99 |
-
"12": {
|
| 100 |
-
"content": "</tool_call>",
|
| 101 |
-
"lstrip": false,
|
| 102 |
-
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|
| 103 |
-
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|
| 104 |
-
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|
| 105 |
-
"special": true
|
| 106 |
-
},
|
| 107 |
-
"13": {
|
| 108 |
-
"content": "<tool_response>",
|
| 109 |
-
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|
| 110 |
-
"normalized": false,
|
| 111 |
-
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|
| 112 |
-
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|
| 113 |
-
"special": true
|
| 114 |
-
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|
| 115 |
-
"14": {
|
| 116 |
-
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|
| 117 |
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|
| 118 |
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|
| 119 |
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|
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"lstrip": false,
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| 998 |
-
"normalized": false,
|
| 999 |
-
"rstrip": false,
|
| 1000 |
-
"single_word": false,
|
| 1001 |
-
"special": true
|
| 1002 |
-
},
|
| 1003 |
-
"125": {
|
| 1004 |
-
"content": "<|reserved_45|>",
|
| 1005 |
-
"lstrip": false,
|
| 1006 |
-
"normalized": false,
|
| 1007 |
-
"rstrip": false,
|
| 1008 |
-
"single_word": false,
|
| 1009 |
-
"special": true
|
| 1010 |
-
},
|
| 1011 |
-
"126": {
|
| 1012 |
-
"content": "<|reserved_46|>",
|
| 1013 |
-
"lstrip": false,
|
| 1014 |
-
"normalized": false,
|
| 1015 |
-
"rstrip": false,
|
| 1016 |
-
"single_word": false,
|
| 1017 |
-
"special": true
|
| 1018 |
-
},
|
| 1019 |
-
"127": {
|
| 1020 |
-
"content": "<|reserved_47|>",
|
| 1021 |
-
"lstrip": false,
|
| 1022 |
-
"normalized": false,
|
| 1023 |
-
"rstrip": false,
|
| 1024 |
-
"single_word": false,
|
| 1025 |
-
"special": true
|
| 1026 |
-
}
|
| 1027 |
-
},
|
| 1028 |
-
"bos_token": "<s>",
|
| 1029 |
-
"chat_template": "{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
|
| 1030 |
-
"clean_up_tokenization_spaces": false,
|
| 1031 |
-
"eos_token": "</s>",
|
| 1032 |
-
"model_max_length": 1000000000000000019884624838656,
|
| 1033 |
-
"pad_token": "</s>",
|
| 1034 |
-
"tokenizer_class": "PreTrainedTokenizerFast",
|
| 1035 |
-
"unk_token": "<unk>"
|
| 1036 |
-
}
|
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