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tensorblock/starcoder2-3b-GGUF

sourceHugging Facebigcode-openrail-mupdated 8mo agoView on Hugging Face
2likes286downloads
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bigcode/starcoder2-3b - GGUF

This repo contains GGUF format model files for bigcode/starcoder2-3b.

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

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Prompt template

Model file specification

FilenameQuant typeFile SizeDescription
starcoder2-3b-Q2_K.ggufQ2_K1.139 GBsmallest, significant quality loss - not recommended for most purposes
starcoder2-3b-Q3_K_S.ggufQ3KS1.273 GBvery small, high quality loss
starcoder2-3b-Q3_K_M.ggufQ3KM1.455 GBvery small, high quality loss
starcoder2-3b-Q3_K_L.ggufQ3KL1.618 GBsmall, substantial quality loss
starcoder2-3b-Q4_0.ggufQ4_01.629 GBlegacy; small, very high quality loss - prefer using Q3KM
starcoder2-3b-Q4_K_S.ggufQ4KS1.642 GBsmall, greater quality loss
starcoder2-3b-Q4_K_M.ggufQ4KM1.758 GBmedium, balanced quality - recommended
starcoder2-3b-Q5_0.ggufQ5_01.964 GBlegacy; medium, balanced quality - prefer using Q4KM
starcoder2-3b-Q5_K_S.ggufQ5KS1.964 GBlarge, low quality loss - recommended
starcoder2-3b-Q5_K_M.ggufQ5KM2.031 GBlarge, very low quality loss - recommended
starcoder2-3b-Q6_K.ggufQ6_K2.320 GBvery large, extremely low quality loss
starcoder2-3b-Q8_0.ggufQ8_03.003 GBvery large, extremely low quality loss - not recommended

Downloading instruction

Command line

Firstly, install Huggingface Client

shell
pip install -U "huggingface_hub[cli]"

Then, downoad the individual model file the a local directory

shell
huggingface-cli download tensorblock/starcoder2-3b-GGUF --include "starcoder2-3b-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:

shell
huggingface-cli download tensorblock/starcoder2-3b-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'