tensorblock/mosaicml_mpt-7b-chat-GGUF

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mosaicml/mpt-7b-chat - GGUF

This repo contains GGUF format model files for mosaicml/mpt-7b-chat.

The files were quantized using machines provided by TensorBlock, and they are compatible with llama.cpp as of commit b5165.

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Prompt template

Unable to determine prompt format automatically. Please check the original model repository for the correct prompt format.

Model file specification

Filename	Quant type	File Size	Description
mpt-7b-chat-Q2_K.gguf	Q2_K	2.559 GB	smallest, significant quality loss - not recommended for most purposes
mpt-7b-chat-Q3_K_S.gguf	Q3_K_S	2.941 GB	very small, high quality loss
mpt-7b-chat-Q3_K_M.gguf	Q3_K_M	3.528 GB	very small, high quality loss
mpt-7b-chat-Q3_K_L.gguf	Q3_K_L	3.847 GB	small, substantial quality loss
mpt-7b-chat-Q4_0.gguf	Q4_0	3.796 GB	legacy; small, very high quality loss - prefer using Q3_K_M
mpt-7b-chat-Q4_K_S.gguf	Q4_K_S	3.830 GB	small, greater quality loss
mpt-7b-chat-Q4_K_M.gguf	Q4_K_M	4.274 GB	medium, balanced quality - recommended
mpt-7b-chat-Q5_0.gguf	Q5_0	4.601 GB	legacy; medium, balanced quality - prefer using Q4_K_M
mpt-7b-chat-Q5_K_S.gguf	Q5_K_S	4.601 GB	large, low quality loss - recommended
mpt-7b-chat-Q5_K_M.gguf	Q5_K_M	4.958 GB	large, very low quality loss - recommended
mpt-7b-chat-Q6_K.gguf	Q6_K	5.457 GB	very large, extremely low quality loss
mpt-7b-chat-Q8_0.gguf	Q8_0	7.067 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/mosaicml_mpt-7b-chat-GGUF --include "mpt-7b-chat-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/mosaicml_mpt-7b-chat-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'