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Base model: [Pinecone-Rune-12b](https://huggingface.co/Entropicengine/Pinecone-Rune-12b)
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Donor model: [Nitral-AI/Irixxed-Magcap-12B-0.1a](https://huggingface.co/Nitral-AI/Irixxed-Magcap-12B-0.1a)
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Arcees tokensurgery using (-v -k 64 --cosine-similarity --cuda --low-cpu-memory) on a colab l4 for brevity.
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Base model: [Pinecone-Rune-12b](https://huggingface.co/Entropicengine/Pinecone-Rune-12b)
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Donor model: [Nitral-AI/Irixxed-Magcap-12B-0.1a](https://huggingface.co/Nitral-AI/Irixxed-Magcap-12B-0.1a)
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Arcees tokensurgery using (-v -k 64 --cosine-similarity --cuda --low-cpu-memory) on a colab l4 for brevity.
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Example Notebook using l4: https://huggingface.co/Nitral-AI/Pinecone-Rune-12b-Token-Surgery-Chatml/tree/main/TokenSurgeon-Example
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