bartowski/gemma-1.1-2b-it-GGUF

Llamacpp Quantizations of gemma-1.1-2b-it

Using llama.cpp release b2589 for quantization.

Original model: https://huggingface.co/google/gemma-1.1-2b-it

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

Filename	Quant type	File Size	Description
gemma-1.1-2b-it-Q8_0.gguf	Q8_0	2.66GB	Extremely high quality, generally unneeded but max available quant.
gemma-1.1-2b-it-Q6_K.gguf	Q6_K	2.06GB	Very high quality, near perfect, recommended.
gemma-1.1-2b-it-Q5_K_M.gguf	Q5_K_M	1.83GB	High quality, recommended.
gemma-1.1-2b-it-Q5_K_S.gguf	Q5_K_S	1.79GB	High quality, recommended.
gemma-1.1-2b-it-Q5_0.gguf	Q5_0	1.79GB	High quality, older format, generally not recommended.
gemma-1.1-2b-it-Q4_K_M.gguf	Q4_K_M	1.63GB	Good quality, uses about 4.83 bits per weight, recommended.
gemma-1.1-2b-it-Q4_K_S.gguf	Q4_K_S	1.55GB	Slightly lower quality with small space savings.
gemma-1.1-2b-it-IQ4_NL.gguf	IQ4_NL	1.56GB	Decent quality, similar to Q4_K_S, new method of quanting, recommended.
gemma-1.1-2b-it-IQ4_XS.gguf	IQ4_XS	1.50GB	Decent quality, new method with similar performance to Q4.
gemma-1.1-2b-it-Q4_0.gguf	Q4_0	1.55GB	Decent quality, older format, generally not recommended.
gemma-1.1-2b-it-Q3_K_L.gguf	Q3_K_L	1.46GB	Lower quality but usable, good for low RAM availability.
gemma-1.1-2b-it-Q3_K_M.gguf	Q3_K_M	1.38GB	Even lower quality.
gemma-1.1-2b-it-IQ3_M.gguf	IQ3_M	1.30GB	Medium-low quality, new method with decent performance.
gemma-1.1-2b-it-IQ3_S.gguf	IQ3_S	1.28GB	Lower quality, new method with decent performance, recommended over Q3 quants.
gemma-1.1-2b-it-Q3_K_S.gguf	Q3_K_S	1.28GB	Low quality, not recommended.
gemma-1.1-2b-it-Q2_K.gguf	Q2_K	1.15GB	Extremely low quality, not recommended.

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