tensorblock/Sheared-LLaMA-2.7B-Pruned-GGUF

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princeton-nlp/Sheared-LLaMA-2.7B-Pruned - GGUF

This repo contains GGUF format model files for princeton-nlp/Sheared-LLaMA-2.7B-Pruned.

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

Filename	Quant type	File Size	Description
Sheared-LLaMA-2.7B-Pruned-Q2_K.gguf	Q2_K	1.028 GB	smallest, significant quality loss - not recommended for most purposes
Sheared-LLaMA-2.7B-Pruned-Q3_K_S.gguf	Q3_K_S	1.194 GB	very small, high quality loss
Sheared-LLaMA-2.7B-Pruned-Q3_K_M.gguf	Q3_K_M	1.331 GB	very small, high quality loss
Sheared-LLaMA-2.7B-Pruned-Q3_K_L.gguf	Q3_K_L	1.448 GB	small, substantial quality loss
Sheared-LLaMA-2.7B-Pruned-Q4_0.gguf	Q4_0	1.542 GB	legacy; small, very high quality loss - prefer using Q3_K_M
Sheared-LLaMA-2.7B-Pruned-Q4_K_S.gguf	Q4_K_S	1.554 GB	small, greater quality loss
Sheared-LLaMA-2.7B-Pruned-Q4_K_M.gguf	Q4_K_M	1.642 GB	medium, balanced quality - recommended
Sheared-LLaMA-2.7B-Pruned-Q5_0.gguf	Q5_0	1.869 GB	legacy; medium, balanced quality - prefer using Q4_K_M
Sheared-LLaMA-2.7B-Pruned-Q5_K_S.gguf	Q5_K_S	1.869 GB	large, low quality loss - recommended
Sheared-LLaMA-2.7B-Pruned-Q5_K_M.gguf	Q5_K_M	1.921 GB	large, very low quality loss - recommended
Sheared-LLaMA-2.7B-Pruned-Q6_K.gguf	Q6_K	2.217 GB	very large, extremely low quality loss
Sheared-LLaMA-2.7B-Pruned-Q8_0.gguf	Q8_0	2.872 GB	very large, extremely low quality loss - not recommended

Firstly, install Huggingface Client

pip install -U "huggingface_hub[cli]"

Then, downoad the individual model file the a local directory

huggingface-cli download tensorblock/Sheared-LLaMA-2.7B-Pruned-GGUF --include "Sheared-LLaMA-2.7B-Pruned-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/Sheared-LLaMA-2.7B-Pruned-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'