mradermacher/Kimi-K2.7-Code-i1-GGUF

About

weighted/imatrix quants of https://huggingface.co/moonshotai/Kimi-K2.7-Code

For a convenient overview and download list, visit our model page for this model.

static quants are available at https://huggingface.co/mradermacher/Kimi-K2.7-Code-GGUF

This is a vision model - mmproj files (if any) will be in the static repository.

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	imatrix	1.6	imatrix file (for creating your own quants)
P1 P2 P3 P4 P5 P6 P7 P8	i1-Q2_K	373.0	IQ3_XXS probably better
P1 P2 P3 P4 P5 P6 P7 P8 P9	i1-IQ3_XXS	394.3	lower quality
P1 P2 P3 P4 P5 P6 P7 P8 P9 P10	i1-IQ3_M	447.2
P1 P2 P3 P4 P5 P6 P7 P8 P9 P10 P11 P12	i1-Q3_K_M	489.2	IQ3_S probably better
P1 P2 P3 P4 P5 P6 P7 P8 P9 P10 P11 P12 P13	i1-Q4_K_S	582.6	optimal size/speed/quality
P1 P2 P3 P4 P5 P6 P7 P8 P9 P10 P11 P12 P13	i1-Q4_K_M	620.7	fast, recommended

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. Additional thanks to @nicoboss for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to.