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Llamacpp Quantizations of Yi-9B-Coder

Using llama.cpp release b2405 for quantization.

Original model: https://huggingface.co/TechxGenus/Yi-9B-Coder

Download a file (not the whole branch) from below:

Filename Quant type File Size Description
Yi-9B-Coder-Q8_0.gguf Q8_0 9.38GB Extremely high quality, generally unneeded but max available quant.
Yi-9B-Coder-Q6_K.gguf Q6_K 7.24GB Very high quality, near perfect, recommended.
Yi-9B-Coder-Q5_K_M.gguf Q5_K_M 6.25GB High quality, very usable.
Yi-9B-Coder-Q5_K_S.gguf Q5_K_S 6.10GB High quality, very usable.
Yi-9B-Coder-Q5_0.gguf Q5_0 6.10GB High quality, older format, generally not recommended.
Yi-9B-Coder-Q4_K_M.gguf Q4_K_M 5.32GB Good quality, similar to 4.25 bpw.
Yi-9B-Coder-Q4_K_S.gguf Q4_K_S 5.07GB Slightly lower quality with small space savings.
Yi-9B-Coder-Q4_0.gguf Q4_0 5.03GB Decent quality, older format, generally not recommended.
Yi-9B-Coder-Q3_K_L.gguf Q3_K_L 4.69GB Lower quality but usable, good for low RAM availability.
Yi-9B-Coder-Q3_K_M.gguf Q3_K_M 4.32GB Even lower quality.
Yi-9B-Coder-Q3_K_S.gguf Q3_K_S 3.89GB Low quality, not recommended.
Yi-9B-Coder-Q2_K.gguf Q2_K 3.35GB Extremely low quality, not recommended.

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