bartowski/Starling-LM-7B-beta-GGUF

Llamacpp Quantizations of Starling-LM-7B-beta

Using llama.cpp release b2440 for quantization.

Original model: https://huggingface.co/Nexusflow/Starling-LM-7B-beta

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

Filename	Quant type	File Size	Description
Starling-LM-7B-beta-Q8_0.gguf	Q8_0	7.69GB	Extremely high quality, generally unneeded but max available quant.
Starling-LM-7B-beta-Q6_K.gguf	Q6_K	5.94GB	Very high quality, near perfect, recommended.
Starling-LM-7B-beta-Q5_K_M.gguf	Q5_K_M	5.13GB	High quality, very usable.
Starling-LM-7B-beta-Q5_K_S.gguf	Q5_K_S	4.99GB	High quality, very usable.
Starling-LM-7B-beta-Q5_0.gguf	Q5_0	4.99GB	High quality, older format, generally not recommended.
Starling-LM-7B-beta-Q4_K_M.gguf	Q4_K_M	4.36GB	Good quality, similar to 4.25 bpw.
Starling-LM-7B-beta-Q4_K_S.gguf	Q4_K_S	4.14GB	Slightly lower quality with small space savings.
Starling-LM-7B-beta-IQ4_NL.gguf	IQ4_NL	4.15GB	Good quality, similar to Q4_K_S, new method of quanting,
Starling-LM-7B-beta-IQ4_XS.gguf	IQ4_XS	3.94GB	Decent quality, new method with similar performance to Q4.
Starling-LM-7B-beta-Q4_0.gguf	Q4_0	4.10GB	Decent quality, older format, generally not recommended.
Starling-LM-7B-beta-IQ3_M.gguf	IQ3_M	3.28GB	Medium-low quality, new method with decent performance.
Starling-LM-7B-beta-IQ3_S.gguf	IQ3_S	3.18GB	Lower quality, new method with decent performance, recommended over Q3 quants.
Starling-LM-7B-beta-Q3_K_L.gguf	Q3_K_L	3.82GB	Lower quality but usable, good for low RAM availability.
Starling-LM-7B-beta-Q3_K_M.gguf	Q3_K_M	3.51GB	Even lower quality.
Starling-LM-7B-beta-Q3_K_S.gguf	Q3_K_S	3.16GB	Low quality, not recommended.
Starling-LM-7B-beta-Q2_K.gguf	Q2_K	2.71GB	Extremely low quality, not recommended.

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