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README.md ADDED
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+ ---
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+ base_model: openai/gpt-oss-20b
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+ library_name: transformers
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+ model_name: gpt-oss-20b-math7k
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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 gpt-oss-20b-math7k
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+
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+ This model is a fine-tuned version of [openai/gpt-oss-20b](https://huggingface.co/openai/gpt-oss-20b).
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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="HectorHe/gpt-oss-20b-math7k", 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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+ [<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/hector_-carnegie-mellon-university/huggingface/runs/f38ip0il)
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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: 4.55.2
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+ - Pytorch: 2.6.0
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+ - Datasets: 4.0.0
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+ - Tokenizers: 0.21.4
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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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+ ```
all_results.json ADDED
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+ {
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+ "total_flos": 194968109678592.0,
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+ "train_loss": 0.4934643579314845,
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+ "train_runtime": 19223.4417,
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+ "train_samples": 6851,
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+ "train_samples_per_second": 1.069,
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+ "train_steps_per_second": 0.034
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+ }
generation_config.json ADDED
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+ {
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+ "bos_token_id": 199998,
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+ "do_sample": true,
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+ "eos_token_id": [
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+ 200002,
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+ 199999,
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+ 200012
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+ ],
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+ "pad_token_id": 199999,
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+ "transformers_version": "4.55.2"
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+ }
train_results.json ADDED
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+ {
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+ "total_flos": 194968109678592.0,
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+ "train_loss": 0.4934643579314845,
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+ "train_runtime": 19223.4417,
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+ "train_samples": 6851,
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+ "train_samples_per_second": 1.069,
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+ "train_steps_per_second": 0.034
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+ }
trainer_state.json ADDED
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training.log CHANGED
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  )
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  (lm_head): Linear(in_features=2880, out_features=201088, bias=False)
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  )
 
 
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  (lm_head): Linear(in_features=2880, out_features=201088, bias=False)
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  )
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+ 2025-08-14 06:14:57 - INFO - __main__ - *** Save model ***