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GritLM-8x7B-KTO-GGUF

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metadata
pipeline_tag: text-generation
inference: true
license: apache-2.0
datasets:
  - GritLM/tulu2
tags:
  - TensorBlock
  - GGUF
base_model: GritLM/GritLM-8x7B-KTO
TensorBlock

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GritLM/GritLM-8x7B-KTO - GGUF

This repo contains GGUF format model files for GritLM/GritLM-8x7B-KTO.

The files were quantized using machines provided by TensorBlock, and they are compatible with llama.cpp as of commit b4242.

Prompt template 

<s><|user|>
{prompt}
<|assistant|>

Model file specification

Filename Quant type File Size Description
GritLM-8x7B-KTO-Q2_K.gguf Q2_K 17.311 GB smallest, significant quality loss - not recommended for most purposes
GritLM-8x7B-KTO-Q3_K_S.gguf Q3_K_S 20.433 GB very small, high quality loss
GritLM-8x7B-KTO-Q3_K_M.gguf Q3_K_M 22.546 GB very small, high quality loss
GritLM-8x7B-KTO-Q3_K_L.gguf Q3_K_L 24.170 GB small, substantial quality loss
GritLM-8x7B-KTO-Q4_0.gguf Q4_0 26.444 GB legacy; small, very high quality loss - prefer using Q3_K_M
GritLM-8x7B-KTO-Q4_K_S.gguf Q4_K_S 26.746 GB small, greater quality loss
GritLM-8x7B-KTO-Q4_K_M.gguf Q4_K_M 28.448 GB medium, balanced quality - recommended
GritLM-8x7B-KTO-Q5_0.gguf Q5_0 32.231 GB legacy; medium, balanced quality - prefer using Q4_K_M
GritLM-8x7B-KTO-Q5_K_S.gguf Q5_K_S 32.231 GB large, low quality loss - recommended
GritLM-8x7B-KTO-Q5_K_M.gguf Q5_K_M 33.230 GB large, very low quality loss - recommended
GritLM-8x7B-KTO-Q6_K.gguf Q6_K 38.381 GB very large, extremely low quality loss
GritLM-8x7B-KTO-Q8_0.gguf Q8_0 49.626 GB very large, extremely low quality loss - not recommended

Downloading instruction

Command line

Firstly, install Huggingface Client

pip install -U "huggingface_hub[cli]"

Then, downoad the individual model file the a local directory

huggingface-cli download tensorblock/GritLM-8x7B-KTO-GGUF --include "GritLM-8x7B-KTO-Q2_K.gguf" --local-dir MY_LOCAL_DIR

If you wanna download multiple model files with a pattern (e.g., *Q4_K*gguf), you can try:

huggingface-cli download tensorblock/GritLM-8x7B-KTO-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'