tensorblock/pythia-12b-GGUF

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EleutherAI/pythia-12b - GGUF

This repo contains GGUF format model files for EleutherAI/pythia-12b.

The files were quantized using machines provided by TensorBlock, and they are compatible with llama.cpp as of commit b4011.

Prompt template

Model file specification

Filename	Quant type	File Size	Description
pythia-12b-Q2_K.gguf	Q2_K	4.195 GB	smallest, significant quality loss - not recommended for most purposes
pythia-12b-Q3_K_S.gguf	Q3_K_S	4.845 GB	very small, high quality loss
pythia-12b-Q3_K_M.gguf	Q3_K_M	5.803 GB	very small, high quality loss
pythia-12b-Q3_K_L.gguf	Q3_K_L	6.328 GB	small, substantial quality loss
pythia-12b-Q4_0.gguf	Q4_0	6.277 GB	legacy; small, very high quality loss - prefer using Q3_K_M
pythia-12b-Q4_K_S.gguf	Q4_K_S	6.326 GB	small, greater quality loss
pythia-12b-Q4_K_M.gguf	Q4_K_M	7.060 GB	medium, balanced quality - recommended
pythia-12b-Q5_0.gguf	Q5_0	7.626 GB	legacy; medium, balanced quality - prefer using Q4_K_M
pythia-12b-Q5_K_S.gguf	Q5_K_S	7.626 GB	large, low quality loss - recommended
pythia-12b-Q5_K_M.gguf	Q5_K_M	8.210 GB	large, very low quality loss - recommended
pythia-12b-Q6_K.gguf	Q6_K	9.059 GB	very large, extremely low quality loss
pythia-12b-Q8_0.gguf	Q8_0	11.730 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/pythia-12b-GGUF --include "pythia-12b-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/pythia-12b-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'