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Model: mehmetkeremturkcan/SmollerLM2-10M-sftb Source: Original Platform
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README.md
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README.md
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---
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base_model: mehmetkeremturkcan/SmollerLM2-10M
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library_name: transformers
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model_name: SmollerLM2-10M-sftb
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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 SmollerLM2-10M-sftb
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This model is a fine-tuned version of [mehmetkeremturkcan/SmollerLM2-10M](https://huggingface.co/mehmetkeremturkcan/SmollerLM2-10M).
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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="mehmetkeremturkcan/SmollerLM2-10M-sftb", 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/mkturkcan/huggingface/runs/hq3u1o7m)
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This model was trained with SFT.
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### Framework versions
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- TRL: 0.14.0
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- Transformers: 4.48.1
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- Pytorch: 2.5.1
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- Datasets: 3.2.0
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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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all_results.json
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{
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"epoch": 9.996920161099265,
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"total_flos": 9.148115283266765e+16,
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"train_loss": 2.7709856205679606,
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"train_runtime": 79261.052,
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"train_samples": 460142,
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"train_samples_per_second": 6.39,
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"train_steps_per_second": 0.399
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}
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config.json
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config.json
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{
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"_name_or_path": "mehmetkeremturkcan/SmollerLM2-10M",
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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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}
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generation_config.json
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model.safetensors
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special_tokens_map.json
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}
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train_results.json
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train_results.json
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{
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}
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training_args.bin
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