Model save
Browse files- README.md +2 -4
- all_results.json +4 -4
- config.json +1 -1
- tokenizer.json +1 -8
- train_results.json +4 -4
- trainer_state.json +6 -14
- training_args.bin +1 -1
README.md
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---
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base_model: allenai/OLMoE-1B-7B-0125-Instruct
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datasets: chenggong1995/NuminaMath-TIR-8000
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library_name: transformers
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model_name: OLMoE-1B-7B-0125-Instruct-grpo-E8-D8000
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tags:
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- generated_from_trainer
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- open-r1
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- trl
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- grpo
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licence: license
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# Model Card for OLMoE-1B-7B-0125-Instruct-grpo-E8-D8000
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This model is a fine-tuned version of [allenai/OLMoE-1B-7B-0125-Instruct](https://huggingface.co/allenai/OLMoE-1B-7B-0125-Instruct)
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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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## 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/gongc1995-city-university-of-hong-kong/huggingface/runs/
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This model was trained with GRPO, a method introduced in [DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models](https://huggingface.co/papers/2402.03300).
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---
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base_model: allenai/OLMoE-1B-7B-0125-Instruct
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library_name: transformers
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model_name: OLMoE-1B-7B-0125-Instruct-grpo-E8-D8000
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tags:
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- generated_from_trainer
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- trl
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- grpo
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licence: license
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# Model Card for OLMoE-1B-7B-0125-Instruct-grpo-E8-D8000
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This model is a fine-tuned version of [allenai/OLMoE-1B-7B-0125-Instruct](https://huggingface.co/allenai/OLMoE-1B-7B-0125-Instruct).
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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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## 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/gongc1995-city-university-of-hong-kong/huggingface/runs/lnc5ximn)
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This model was trained with GRPO, a method introduced in [DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models](https://huggingface.co/papers/2402.03300).
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all_results.json
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"eval_samples_per_second": 0.462,
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"eval_steps_per_second": 0.014,
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"total_flos": 0.0,
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"train_loss": 0.
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"train_runtime":
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"train_samples": 8000,
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"train_samples_per_second":
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"train_steps_per_second":
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}
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"eval_samples_per_second": 0.462,
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"eval_steps_per_second": 0.014,
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"total_flos": 0.0,
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"train_loss": 0.0,
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"train_runtime": 1.7643,
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"train_samples": 8000,
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"train_samples_per_second": 27205.631,
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"train_steps_per_second": 210.844
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}
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config.json
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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":
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"vocab_size": 50304
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}
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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": false,
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"vocab_size": 50304
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}
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tokenizer.json
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{
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"version": "1.0",
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"truncation": null,
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"padding":
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"strategy": "BatchLongest",
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"direction": "Left",
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"pad_to_multiple_of": null,
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"pad_id": 50280,
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"pad_type_id": 0,
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"pad_token": "<pad>"
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},
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"added_tokens": [
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{
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"id": 0,
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{
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"version": "1.0",
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"truncation": null,
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"padding": null,
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"added_tokens": [
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"id": 0,
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train_results.json
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{
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"total_flos": 0.0,
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"train_loss": 0.
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"train_runtime":
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"train_samples": 8000,
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"train_samples_per_second":
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"train_steps_per_second":
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{
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"total_flos": 0.0,
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"train_loss": 0.0,
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"train_runtime": 1.7643,
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"train_samples": 8000,
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"train_samples_per_second": 27205.631,
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"train_steps_per_second": 210.844
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}
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trainer_state.json
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"step": 495
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},
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{
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"clip_ratio": 0.0,
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"completion_length": 788.9921875,
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"epoch": 7.992,
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"kl": 1.58984375,
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"reward": 1.0631510764360428,
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"reward_std": 0.9985880479216576,
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"rewards/accuracy_reward": 0.09635416883975267,
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"rewards/format_reward": 0.4479166753590107,
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"rewards/tag_count_reward": 0.5188802257180214,
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"step": 496,
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"train_loss": 0.
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"train_runtime":
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"train_samples_per_second":
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"train_steps_per_second":
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"logging_steps": 5,
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"max_steps":
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"num_train_epochs":
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"save_steps": 500,
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"TrainerControl": {
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"step": 495
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"num_train_epochs": 6,
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"TrainerControl": {
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training_args.bin
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