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LLM4Binary/llm4decompile-22b-v2 - GGUF

This repo contains GGUF format model files for LLM4Binary/llm4decompile-22b-v2.

The files were quantized using machines provided by TensorBlock, and they are compatible with llama.cpp as of commit b4658.

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
llm4decompile-22b-v2-Q2_K.gguf Q2_K 8.272 GB smallest, significant quality loss - not recommended for most purposes
llm4decompile-22b-v2-Q3_K_S.gguf Q3_K_S 9.641 GB very small, high quality loss
llm4decompile-22b-v2-Q3_K_M.gguf Q3_K_M 10.757 GB very small, high quality loss
llm4decompile-22b-v2-Q3_K_L.gguf Q3_K_L 11.730 GB small, substantial quality loss
llm4decompile-22b-v2-Q4_0.gguf Q4_0 12.569 GB legacy; small, very high quality loss - prefer using Q3_K_M
llm4decompile-22b-v2-Q4_K_S.gguf Q4_K_S 12.660 GB small, greater quality loss
llm4decompile-22b-v2-Q4_K_M.gguf Q4_K_M 13.341 GB medium, balanced quality - recommended
llm4decompile-22b-v2-Q5_0.gguf Q5_0 15.325 GB legacy; medium, balanced quality - prefer using Q4_K_M
llm4decompile-22b-v2-Q5_K_S.gguf Q5_K_S 15.325 GB large, low quality loss - recommended
llm4decompile-22b-v2-Q5_K_M.gguf Q5_K_M 15.723 GB large, very low quality loss - recommended
llm4decompile-22b-v2-Q6_K.gguf Q6_K 18.253 GB very large, extremely low quality loss
llm4decompile-22b-v2-Q8_0.gguf Q8_0 23.641 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/llm4decompile-22b-v2-GGUF --include "llm4decompile-22b-v2-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/llm4decompile-22b-v2-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'
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GGUF
Model size
22.2B params
Architecture
llama

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