bartowski/mamba-2.8b-hf-GGUF

Llamacpp Quantizations of mamba-2.8b-hf

Using llama.cpp release b2536 for quantization.

Original model: https://huggingface.co/state-spaces/mamba-2.8b-hf

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

Filename	Quant type	File Size	Description
mamba-2.8b-hf-Q8_0.gguf	Q8_0	3.30GB	Extremely high quality, generally unneeded but max available quant.
mamba-2.8b-hf-Q6_K.gguf	Q6_K	2.66GB	Very high quality, near perfect, recommended.
mamba-2.8b-hf-Q5_K_M.gguf	Q5_K_M	2.32GB	High quality, very usable.
mamba-2.8b-hf-Q5_K_S.gguf	Q5_K_S	2.32GB	High quality, very usable.
mamba-2.8b-hf-Q5_0.gguf	Q5_0	2.32GB	High quality, older format, generally not recommended.
mamba-2.8b-hf-Q4_K_M.gguf	Q4_K_M	2.01GB	Good quality, uses about 4.83 bits per weight.
mamba-2.8b-hf-Q4_K_S.gguf	Q4_K_S	2.01GB	Slightly lower quality with small space savings.
mamba-2.8b-hf-IQ4_NL.gguf	IQ4_NL	2.01GB	Decent quality, similar to Q4_K_S, new method of quanting,
mamba-2.8b-hf-IQ4_XS.gguf	IQ4_XS	1.93GB	Decent quality, new method with similar performance to Q4.
mamba-2.8b-hf-Q4_0.gguf	Q4_0	2.01GB	Decent quality, older format, generally not recommended.
mamba-2.8b-hf-Q3_K_L.gguf	Q3_K_L	1.68GB	Lower quality but usable, good for low RAM availability.
mamba-2.8b-hf-Q3_K_M.gguf	Q3_K_M	1.68GB	Even lower quality.
mamba-2.8b-hf-IQ3_M.gguf	IQ3_M	1.68GB	Medium-low quality, new method with decent performance.
mamba-2.8b-hf-IQ3_S.gguf	IQ3_S	1.68GB	Lower quality, new method with decent performance, recommended over Q3 quants.
mamba-2.8b-hf-Q3_K_S.gguf	Q3_K_S	1.68GB	Low quality, not recommended.
mamba-2.8b-hf-Q2_K.gguf	Q2_K	1.42GB	Extremely low quality, not recommended.

Want to support my work? Visit my ko-fi page here: https://ko-fi.com/bartowski