add additional 2-epoch checkpoint, better regularization
Browse files- config.json +43 -0
- long-t5-tglobal-base-16384-booksum-V6-partial-ft3-booksum_training_metadata.json +1 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +107 -0
- spiece.model +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +111 -0
- trainer_state.json +349 -0
- training_args.bin +3 -0
config.json
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{
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"_name_or_path": "pszemraj/long-t5-tglobal-base-16384-booksum-V6-partial",
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"architectures": [
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"LongT5ForConditionalGeneration"
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],
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"d_ff": 2048,
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"d_kv": 64,
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"d_model": 768,
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"decoder_start_token_id": 0,
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"dense_act_fn": "gelu_new",
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"dropout_rate": 0.1,
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"early_stopping": true,
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"encoder_attention_type": "transient-global",
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"encoder_no_repeat_ngram_size": 4,
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"eos_token_id": 1,
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"feed_forward_proj": "gated-gelu",
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"global_block_size": 16,
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"initializer_factor": 1.0,
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"is_encoder_decoder": true,
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"is_gated_act": true,
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"layer_norm_epsilon": 1e-06,
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"length_penalty": 0.8,
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"local_radius": 127,
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"max_length": 512,
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"min_length": 8,
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"model_type": "longt5",
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"n_positions": 4096,
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"no_repeat_ngram_size": 3,
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"num_beams": 2,
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"num_decoder_layers": 12,
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"num_heads": 12,
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"num_layers": 12,
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"output_past": true,
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"pad_token_id": 0,
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"relative_attention_max_distance": 128,
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"relative_attention_num_buckets": 32,
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"repetition_penalty": 3.5,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.20.1",
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"use_cache": false,
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"vocab_size": 32128
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}
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long-t5-tglobal-base-16384-booksum-V6-partial-ft3-booksum_training_metadata.json
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{"output_dir": "/content/drive/MyDrive/Programming/hf-trainer/long-t5-tglobal-base-16384-booksum-V6-partial-ft3-booksum", "overwrite_output_dir": true, "do_train": false, "do_eval": false, "do_predict": false, "evaluation_strategy": "no", "prediction_loss_only": false, "per_device_train_batch_size": 2, "per_device_eval_batch_size": 1, "per_gpu_train_batch_size": "None", "per_gpu_eval_batch_size": "None", "gradient_accumulation_steps": 64, "eval_accumulation_steps": "None", "eval_delay": 0, "learning_rate": 0.0004, "weight_decay": 0.05, "adam_beta1": 0.9, "adam_beta2": 0.999, "adam_epsilon": 1e-08, "max_grad_norm": 0.2, "num_train_epochs": 2, "max_steps": -1, "lr_scheduler_type": "cosine_with_restarts", "warmup_ratio": 0.02, "warmup_steps": 0, "log_level": -1, "log_level_replica": -1, "log_on_each_node": true, "logging_dir": "/content/drive/MyDrive/Programming/hf-trainer/long-t5-tglobal-base-16384-booksum-V6-partial-ft3-booksum/logs", "logging_strategy": "steps", "logging_first_step": false, "logging_steps": 3, "logging_nan_inf_filter": true, "save_strategy": "epoch", "save_steps": 500, "save_total_limit": 1, "save_on_each_node": false, "no_cuda": false, "seed": 42, "data_seed": "None", "jit_mode_eval": false, "use_ipex": false, "bf16": false, "fp16": false, "fp16_opt_level": "O1", "half_precision_backend": "auto", "bf16_full_eval": false, "fp16_full_eval": false, "tf32": "None", "local_rank": 0, "xpu_backend": "None", "tpu_num_cores": "None", "tpu_metrics_debug": false, "debug": "[]", "dataloader_drop_last": false, "eval_steps": "None", "dataloader_num_workers": 0, "past_index": -1, "run_name": "/content/drive/MyDrive/Programming/hf-trainer/long-t5-tglobal-base-16384-booksum-V6-partial-ft3-booksum", "disable_tqdm": false, "remove_unused_columns": true, "label_names": "None", "load_best_model_at_end": false, "metric_for_best_model": "None", "greater_is_better": "None", "ignore_data_skip": false, "sharded_ddp": "[]", "fsdp": "[]", "fsdp_min_num_params": 0, "deepspeed": "/content/ds_config_zero2_bf16.json", "label_smoothing_factor": 0.0, "optim": "adamw_hf", "adafactor": false, "group_by_length": false, "length_column_name": "length", "report_to": "['tensorboard']", "ddp_find_unused_parameters": "None", "ddp_bucket_cap_mb": "None", "dataloader_pin_memory": true, "skip_memory_metrics": true, "use_legacy_prediction_loop": false, "push_to_hub": true, "resume_from_checkpoint": "None", "hub_model_id": "long-t5-tglobal-base-16384-booksum-V6-partial-ft3-booksum", "hub_strategy": "end", "hub_token": "<HUB_TOKEN>", "hub_private_repo": true, "gradient_checkpointing": true, "include_inputs_for_metrics": false, "fp16_backend": "auto", "push_to_hub_model_id": "None", "push_to_hub_organization": "None", "push_to_hub_token": "<PUSH_TO_HUB_TOKEN>", "_n_gpu": 1, "mp_parameters": "", "auto_find_batch_size": false, "full_determinism": false, "torchdynamo": "None", "ray_scope": "last", "sortish_sampler": false, "predict_with_generate": false, "generation_max_length": "None", "generation_num_beams": "None", "train_batch_size": 2, "eval_batch_size": 1, "configs_src": "long-t5-tglobal-base-16384-booksum-V6-partial-ft3-booksum"}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:4adb405b88e1acd599988a723bb03f622f2bc5b7b441d9a480ed5b5ed75fa190
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size 990388907
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special_tokens_map.json
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{
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spiece.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:d60acb128cf7b7f2536e8f38a5b18a05535c9e14c7a355904270e15b0945ea86
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size 791656
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tokenizer.json
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tokenizer_config.json
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training_args.bin
ADDED
@@ -0,0 +1,3 @@
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