Model save
Browse files- README.md +58 -0
- adapter_config.json +37 -0
- adapter_model.safetensors +3 -0
- all_results.json +13 -0
- config.json +32 -0
- eval_results.json +7 -0
- special_tokens_map.json +24 -0
- tokenizer.json +0 -0
- tokenizer.model +3 -0
- tokenizer_config.json +44 -0
- train_results.json +8 -0
- trainer_state.json +100 -0
- training_args.bin +3 -0
README.md
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---
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base_model: allenai/scitulu-7b
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library_name: transformers
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model_name: review_evaluation_all
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tags:
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- generated_from_trainer
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- trl
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- sft
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licence: license
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---
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# Model Card for review_evaluation_all
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This model is a fine-tuned version of [allenai/scitulu-7b](https://huggingface.co/allenai/scitulu-7b).
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It has been trained using [TRL](https://github.com/huggingface/trl).
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## Quick start
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```python
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from transformers import pipeline
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question = "If you had a time machine, but could only go to the past or the future once and never return, which would you choose and why?"
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generator = pipeline("text-generation", model="boda/review_evaluation_all", device="cuda")
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output = generator([{"role": "user", "content": question}], max_new_tokens=128, return_full_text=False)[0]
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print(output["generated_text"])
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```
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## Training procedure
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[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="150" height="24"/>](https://wandb.ai/bodasadallah2/review_evaluation/runs/qh4fwvyk)
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This model was trained with SFT.
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### Framework versions
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- TRL: 0.15.1
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- Transformers: 4.49.0
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- Pytorch: 2.4.0
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- Datasets: 3.3.2
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- Tokenizers: 0.21.0
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## Citations
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Cite TRL as:
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```bibtex
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@misc{vonwerra2022trl,
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title = {{TRL: Transformer Reinforcement Learning}},
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author = {Leandro von Werra and Younes Belkada and Lewis Tunstall and Edward Beeching and Tristan Thrush and Nathan Lambert and Shengyi Huang and Kashif Rasul and Quentin Gallouédec},
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year = 2020,
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journal = {GitHub repository},
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publisher = {GitHub},
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howpublished = {\url{https://github.com/huggingface/trl}}
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}
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```
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adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": null,
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"base_model_name_or_path": "allenai/scitulu-7b",
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"bias": "none",
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"eva_config": null,
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"exclude_modules": null,
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"layer_replication": null,
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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 16,
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"lora_bias": false,
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"lora_dropout": 0.05,
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"megatron_config": null,
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"megatron_core": "megatron.core",
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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 16,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"up_proj",
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"down_proj",
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"q_proj",
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"o_proj",
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"gate_proj",
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"k_proj",
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"v_proj"
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],
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"task_type": "CAUSAL_LM",
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"use_dora": false,
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"use_rslora": false
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}
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:a47a4671015ecaf760615c3f90857a849eadf11cf80466d56259a25f006b15b3
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size 80014016
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all_results.json
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{
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"eval_loss": 2.0348782539367676,
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"eval_runtime": 1.2317,
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"eval_samples": 100,
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"eval_samples_per_second": 4.059,
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"eval_steps_per_second": 0.812,
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"total_flos": 7336072979677184.0,
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"train_loss": 0.0,
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"train_runtime": 0.0077,
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"train_samples": 898,
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"train_samples_per_second": 25878.664,
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"train_steps_per_second": 3136.808
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}
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config.json
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{
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"_attn_implementation_autoset": true,
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"_name_or_path": "allenai/scitulu-7b",
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"architectures": [
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"LlamaForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": 1,
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"eos_token_id": 2,
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"head_dim": 128,
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"hidden_act": "silu",
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"hidden_size": 4096,
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"initializer_range": 0.02,
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"intermediate_size": 11008,
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"max_position_embeddings": 4096,
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"mlp_bias": false,
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"model_type": "llama",
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"num_attention_heads": 32,
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"num_hidden_layers": 32,
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"num_key_value_heads": 32,
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"pad_token_id": 0,
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"pretraining_tp": 1,
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"rms_norm_eps": 1e-06,
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"rope_scaling": null,
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"rope_theta": 10000.0,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.49.0",
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"use_cache": true,
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"vocab_size": 32000
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}
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eval_results.json
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{
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"eval_loss": 2.0348782539367676,
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"eval_runtime": 1.2317,
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"eval_samples": 100,
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"eval_samples_per_second": 4.059,
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"eval_steps_per_second": 0.812
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}
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special_tokens_map.json
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{
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"bos_token": {
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"content": "<s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"eos_token": {
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"content": "</s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": "</s>",
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"unk_token": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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}
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}
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tokenizer.json
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tokenizer.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
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size 499723
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tokenizer_config.json
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"content": "<unk>",
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"normalized": true,
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"special": true
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},
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"content": "<s>",
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"lstrip": false,
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"normalized": true,
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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": true,
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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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},
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"bos_token": "<s>",
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"chat_template": "{% for message in messages %}\n{% if message['role'] == 'user' %}\n{{ '<|user|>\n' + message['content'] }}\n{% elif message['role'] == 'assistant' %}\n{{ '<|assistant|>\n' + message['content'] + eos_token }}\n{% endif %}\n{% if loop.last and add_generation_prompt %}\n{{ '<|assistant|>' }}\n{% endif %}\n{% endfor %}",
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"clean_up_tokenization_spaces": false,
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"eos_token": "</s>",
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"extra_special_tokens": {},
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"legacy": true,
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"model_max_length": 2048,
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"pad_token": "</s>",
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"sp_model_kwargs": {},
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"spaces_between_special_tokens": false,
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"tokenizer_class": "LlamaTokenizer",
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"unk_token": "<unk>",
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"use_default_system_prompt": false
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}
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train_results.json
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{
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"train_steps_per_second": 3136.808
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}
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trainer_state.json
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},
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training_args.bin
ADDED
@@ -0,0 +1,3 @@
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|
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|
|
|
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version https://git-lfs.github.com/spec/v1
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oid sha256:d15422a8cc312f27243bbe037d59674ce9812dd2538bb912d4172e959462e158
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size 7288
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