---
license: other
language:
- en
base_model:
- Entropicengine/Pinecone-Rune-12b
---
# Base model: [Pinecone-Rune-12b](https://huggingface.co/Entropicengine/Pinecone-Rune-12b)
# Donor model: [Nitral-AI/Irixxed-Magcap-12B-0.1a](https://huggingface.co/Nitral-AI/Irixxed-Magcap-12B-0.1a)


## Arcees tokensurgery using (-v -k 64 --cosine-similarity --cuda --low-cpu-memory) on a colab l4 for brevity.
### Example Notebook using l4: https://huggingface.co/Nitral-AI/Pinecone-Rune-12b-Token-Surgery-Chatml/tree/main/TokenSurgeon-Example