Add AI-MO/qwen2-72b-sft-aimo_v03.00 checkpoint
Browse files- README.md +68 -0
- added_tokens.json +5 -0
- all_results.json +15 -0
- config.json +28 -0
- eval_results.json +9 -0
- generation_config.json +6 -0
- merges.txt +0 -0
- model-00001-of-00031.safetensors +3 -0
- model-00002-of-00031.safetensors +3 -0
- model-00003-of-00031.safetensors +3 -0
- model-00004-of-00031.safetensors +3 -0
- model-00005-of-00031.safetensors +3 -0
- model-00006-of-00031.safetensors +3 -0
- model-00007-of-00031.safetensors +3 -0
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- model-00009-of-00031.safetensors +3 -0
- model-00010-of-00031.safetensors +3 -0
- model-00011-of-00031.safetensors +3 -0
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- model-00017-of-00031.safetensors +3 -0
- model-00018-of-00031.safetensors +3 -0
- model-00019-of-00031.safetensors +3 -0
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- model-00027-of-00031.safetensors +3 -0
- model-00028-of-00031.safetensors +3 -0
- model-00029-of-00031.safetensors +3 -0
- model-00030-of-00031.safetensors +3 -0
- model-00031-of-00031.safetensors +3 -0
- model.safetensors.index.json +970 -0
- special_tokens_map.json +20 -0
- tokenizer.json +0 -0
- tokenizer_config.json +43 -0
- train_results.json +9 -0
- trainer_state.json +0 -0
- training_args.bin +3 -0
- vocab.json +0 -0
README.md
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---
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base_model: AI-MO/qwen2-72b-sft
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tags:
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- alignment-handbook
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- generated_from_trainer
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datasets:
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- AI-MO/numina-dataset-tora-v1.0-release-candidate-1
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model-index:
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- name: qwen2-72b-sft-aimo_v03.00
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/huggingface/h4/runs/bxdbewkc)
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# qwen2-72b-sft-aimo_v03.00
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This model is a fine-tuned version of [AI-MO/qwen2-72b-sft](https://huggingface.co/AI-MO/qwen2-72b-sft) on the AI-MO/numina-dataset-tora-v1.0-release-candidate-1 dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.4792
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 1
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- eval_batch_size: 1
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- seed: 42
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- distributed_type: multi-GPU
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- num_devices: 32
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- total_train_batch_size: 32
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- total_eval_batch_size: 32
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: cosine
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- lr_scheduler_warmup_ratio: 0.1
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- num_epochs: 4
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 0.3939 | 1.0 | 797 | 0.3793 |
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| 0.2618 | 2.0 | 1594 | 0.3876 |
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| 0.1141 | 3.0 | 2391 | 0.4310 |
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| 0.0363 | 4.0 | 3188 | 0.4792 |
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### Framework versions
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- Transformers 4.42.3
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- Pytorch 2.3.0+cu121
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- Datasets 2.18.0
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- Tokenizers 0.19.1
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added_tokens.json
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{
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"<|endoftext|>": 151643,
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"<|im_end|>": 151645,
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"<|im_start|>": 151644
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}
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all_results.json
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{
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"epoch": 4.0,
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"eval_loss": 0.47916728258132935,
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"eval_runtime": 2.3746,
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"eval_samples": 99,
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"eval_samples_per_second": 14.739,
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"eval_steps_per_second": 0.842,
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"perplexity": 1.6147292290406077,
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"total_flos": 2680278636036096.0,
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"train_loss": 0.20304497943459596,
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"train_runtime": 21214.9362,
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"train_samples": 72441,
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"train_samples_per_second": 4.806,
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"train_steps_per_second": 0.15
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}
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config.json
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{
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"_name_or_path": "AI-MO/qwen2-72b-sft",
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"architectures": [
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"Qwen2ForCausalLM"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 151643,
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"eos_token_id": 151643,
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"hidden_act": "silu",
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"hidden_size": 8192,
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"initializer_range": 0.02,
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"intermediate_size": 29568,
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"max_position_embeddings": 131072,
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"max_window_layers": 80,
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"model_type": "qwen2",
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"num_attention_heads": 64,
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"num_hidden_layers": 80,
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"num_key_value_heads": 8,
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"rms_norm_eps": 1e-05,
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"rope_theta": 1000000.0,
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"sliding_window": 131072,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.42.3",
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"use_cache": true,
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"use_sliding_window": false,
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"vocab_size": 152064
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}
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eval_results.json
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{
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"epoch": 4.0,
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"eval_loss": 0.47916728258132935,
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"eval_runtime": 2.3746,
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"eval_samples": 99,
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"eval_samples_per_second": 14.739,
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"eval_steps_per_second": 0.842,
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"perplexity": 1.6147292290406077
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}
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generation_config.json
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}
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merges.txt
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special_tokens_map.json
ADDED
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|
1 |
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{
|
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"additional_special_tokens": [
|
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"<|im_end|>"
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|
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|
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|
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|
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|
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|
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|
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|
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|
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tokenizer.json
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tokenizer_config.json
ADDED
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|
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|
1 |
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{
|
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|
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"added_tokens_decoder": {
|
4 |
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"151643": {
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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}
|
28 |
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},
|
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"additional_special_tokens": [
|
30 |
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"<|im_start|>",
|
31 |
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"<|im_end|>"
|
32 |
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],
|
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"bos_token": null,
|
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"chat_template": "{% for message in messages %}{% if (message['role'] == 'system')%}{{ '' }}{% elif (message['role'] == 'user')%}{{ '### Problem: ' + message['content'] + '\n' }}{% elif (message['role'] == 'assistant')%}{{ '### Solution: ' + message['content'] + '\n' }}{% endif %}{% if loop.last and message['role'] == 'user' and add_generation_prompt %}{{ '### Solution: ' }}{% endif %}{% endfor %}",
|
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|
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"eos_token": "<|endoftext|>",
|
37 |
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"errors": "replace",
|
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"model_max_length": 2048,
|
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|
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"split_special_tokens": false,
|
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"tokenizer_class": "Qwen2Tokenizer",
|
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"unk_token": null
|
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}
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train_results.json
ADDED
@@ -0,0 +1,9 @@
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|
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|
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|
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{
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|
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|
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|
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trainer_state.json
ADDED
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training_args.bin
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:55bdb1e17a10d5639a2e0e5a9f8ce1db2918475ef4c4e27ce1e3eeb8e6a55acc
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size 7480
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vocab.json
ADDED
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