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---
license: cc-by-nc-4.0
language:
- en
---

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" />

These are GGUF quantized versions of [ycros/BagelMIsteryTour-v2-8x7B](https://huggingface.co/ycros/BagelMIsteryTour-v2-8x7B).

The importance matrix was trained for 1M tokens (2,000 batches of 512 tokens) using `wiki.train.raw`.

The IQ2_XXS and IQ2_XS versions are compatible with llama.cpp, version `147b17a` or later. The IQ3_XXS requires version `f4d7e54` or later.

Some model files above 50GB are split into smaller files. To concatenate them, use the `cat` command (on Windows, use PowerShell): `cat foo-Q6_K.gguf.* > foo-Q6_K.gguf`