Llamacpp imatrix Quantizations of Yi 1.5 6B Chat Using llama.cpp release b2854 for quantization. Original model: https://huggingface.co/01 ai/Yi 1.5 6B Chat All quants made using imatrix option with dataset provided by Kalomaze here Prompt format Download a file (not the whole branch) from below: Filename Quant type File Size Description Yi 1.5 6B Chat Q8 0.gguf Q8 0 6.44GB Extremely high quality, generally unneeded but max available quant. Yi 1.5 6B Chat Q6 K.gguf Q6 K 4.97GB Very high quality, near perfect, recommended . Yi 1.5 6B Chat Q5 K M.gguf Q5 K M 4.30GB High quality, recommended . Yi 1.5 6B Chat Q5 K S.gguf Q5 K S 4.20GB High quality, recommended . Yi 1.5 6B Chat Q4 K M.gguf Q4 K M 3.67GB Good quality, uses about 4.83 bits per weight, recommended . Yi 1.5 6B Chat Q4 K S.gguf Q4 K S 3.50GB Slightly lower quality with more space savings, recommended . Yi 1.5 6B Chat IQ4 NL.gguf IQ4 NL 3.48GB Decent quality, slightly smaller than Q4 K S with similar performance recommended . Yi 1.5 6B Chat IQ4 XS.gguf IQ4 XS 3.30GB Decent quality, smaller than Q4 K S with similar performance, recommended . Yi 1.5 6B Chat Q3 K L.gguf Q3 K L 3.23GB Lower quality but usable, good for low RAM av…
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