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Qwen2.5-1.5B-Open-R1-GRPO

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Generated from Trainer
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  1. README.md +58 -0
  2. all_results.json +8 -0
  3. generation_config.json +11 -0
  4. global_step183/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt +3 -0
  5. global_step183/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt +3 -0
  6. global_step183/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt +3 -0
  7. global_step183/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt +3 -0
  8. global_step183/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt +3 -0
  9. global_step183/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt +3 -0
  10. global_step183/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt +3 -0
  11. global_step183/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt +3 -0
  12. global_step183/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt +3 -0
  13. global_step183/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt +3 -0
  14. global_step183/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt +3 -0
  15. global_step183/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt +3 -0
  16. global_step183/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt +3 -0
  17. global_step183/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt +3 -0
  18. global_step183/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt +3 -0
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  20. global_step183/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt +3 -0
  21. global_step183/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt +3 -0
  22. global_step183/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt +3 -0
  23. global_step183/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt +3 -0
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  36. global_step183/zero_pp_rank_0_mp_rank_00_model_states.pt +3 -0
  37. global_step183/zero_pp_rank_10_mp_rank_00_model_states.pt +3 -0
  38. global_step183/zero_pp_rank_11_mp_rank_00_model_states.pt +3 -0
  39. global_step183/zero_pp_rank_12_mp_rank_00_model_states.pt +3 -0
  40. global_step183/zero_pp_rank_13_mp_rank_00_model_states.pt +3 -0
  41. global_step183/zero_pp_rank_14_mp_rank_00_model_states.pt +3 -0
  42. global_step183/zero_pp_rank_15_mp_rank_00_model_states.pt +3 -0
  43. global_step183/zero_pp_rank_16_mp_rank_00_model_states.pt +3 -0
  44. global_step183/zero_pp_rank_17_mp_rank_00_model_states.pt +3 -0
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  48. global_step183/zero_pp_rank_20_mp_rank_00_model_states.pt +3 -0
  49. global_step183/zero_pp_rank_21_mp_rank_00_model_states.pt +3 -0
  50. global_step183/zero_pp_rank_22_mp_rank_00_model_states.pt +3 -0
README.md ADDED
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+ ---
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+ base_model: Qwen/Qwen2.5-1.5B-Instruct
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+ library_name: transformers
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+ model_name: Qwen2.5-1.5B-Open-R1-GRPO
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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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+
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+ # Model Card for Qwen2.5-1.5B-Open-R1-GRPO
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+
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+ This model is a fine-tuned version of [Qwen/Qwen2.5-1.5B-Instruct](https://huggingface.co/Qwen/Qwen2.5-1.5B-Instruct).
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+ It has been trained using [TRL](https://github.com/huggingface/trl).
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+
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+ ## Quick start
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+
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+ ```python
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+ from transformers import pipeline
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+
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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="ItsMaxNorm/Qwen2.5-1.5B-Open-R1-GRPO", 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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+
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+ ## Training procedure
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+
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+
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+
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+
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+ This model was trained with SFT.
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+
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+ ### Framework versions
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+
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+ - TRL: 0.18.0
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+ - Transformers: 4.52.3
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+ - Pytorch: 2.6.0
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+ - Datasets: 3.6.0
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+ - Tokenizers: 0.21.1
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+
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+ ## Citations
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+
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+
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+
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+ Cite TRL as:
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+
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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 Gallou{\'e}dec},
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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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+ "total_flos": 83412022984704.0,
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+ "train_loss": 0.6596692787564319,
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+ "train_runtime": 4532.2478,
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+ "train_samples": 93733,
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+ "train_samples_per_second": 20.681,
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+ "train_steps_per_second": 0.041
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+ }
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+ "do_sample": true,
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+ "pad_token_id": 151643,
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+ "repetition_penalty": 1.1,
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+ "temperature": 0.7,
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+ "top_k": 20,
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+ "top_p": 0.8,
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+ "transformers_version": "4.52.3"
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+ }
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