Instructions to use ryoji-info/Gemma-4-12B-PsiLM with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use ryoji-info/Gemma-4-12B-PsiLM with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] huggingface-cli download --local-dir Gemma-4-12B-PsiLM ryoji-info/Gemma-4-12B-PsiLM
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
Card: support link
Browse files
README.md
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- Bridges for every backbone (Qwen2.5-0.5B, Qwen3-1.7B, Qwen3-8B, Gemma 4 12B): [ryoji-info/PsiLM-bridges](https://huggingface.co/ryoji-info/PsiLM-bridges)
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- The frozen physics models: [ryoji-info/PsiLM-physics](https://huggingface.co/ryoji-info/PsiLM-physics)
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## Citation
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```bibtex
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- Bridges for every backbone (Qwen2.5-0.5B, Qwen3-1.7B, Qwen3-8B, Gemma 4 12B): [ryoji-info/PsiLM-bridges](https://huggingface.co/ryoji-info/PsiLM-bridges)
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- The frozen physics models: [ryoji-info/PsiLM-physics](https://huggingface.co/ryoji-info/PsiLM-physics)
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## Support
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PsiLM is independent research, run on a single Apple M2. If it is useful to
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you, you can support the work at
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[ko-fi.com/ryojifurui](https://ko-fi.com/ryojifurui).
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## Citation
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```bibtex
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