mradermacher/Spartan_Alpha-Powered_v2.0-GGUF

About

static quants of https://huggingface.co/Lucyfer1718/Spartan_Alpha-Powered_v2.0

weighted/imatrix quants are available at https://huggingface.co/mradermacher/Spartan_Alpha-Powered_v2.0-i1-GGUF

Usage

If you are unsure how to use GGUF files, refer to one of TheBloke's READMEs for more details, including on how to concatenate multi-part files.

Provided Quants

(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)

Link	Type	Size/GB	Notes
GGUF	Q2_K	13.9
GGUF	IQ3_XS	15.4
GGUF	Q3_K_S	16.1
GGUF	IQ3_S	16.2	beats Q3_K*
GGUF	IQ3_M	16.7
GGUF	Q3_K_M	17.8	lower quality
GGUF	Q3_K_L	19.3
GGUF	IQ4_XS	19.9
GGUF	Q4_K_S	21.0	fast, recommended
GGUF	Q4_K_M	22.1	fast, recommended
GGUF	Q5_K_S	25.2
GGUF	Q5_K_M	25.9
GGUF	Q6_K	29.9	very good quality
GGUF	Q8_0	38.7	fast, best quality

Here is a handy graph by ikawrakow comparing some lower-quality quant types (lower is better):

And here are Artefact2's thoughts on the matter: https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9

FAQ / Model Request

See https://huggingface.co/mradermacher/model_requests for some answers to questions you might have and/or if you want some other model quantized.

Thanks

I thank my company, nethype GmbH, for letting me use its servers and providing upgrades to my workstation to enable this work in my free time.