About
weighted/imatrix quants of https://huggingface.co/moonshotai/Kimi-K2-Instruct
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-Instruct-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 |
---|---|---|---|
P1 P2 P3 P4 P5 | i1-IQ1_M | 228.0 | mostly desperate |
P1 P2 P3 P4 P5 P6 | i1-IQ2_XXS | 267.2 | |
P1 P2 P3 P4 P5 P6 P7 | i1-IQ2_M | 332.4 | |
P1 P2 P3 P4 P5 P6 P7 P8 | i1-Q2_K_S | 346.1 | very low quality |
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 | i1-IQ3_XXS | 394.3 | lower quality |
P1 P2 P3 P4 P5 P6 P7 P8 P9 | i1-Q3_K_S | 442.2 | IQ3_XS probably better |
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 | i1-Q3_K_M | 489.2 | IQ3_S probably better |
P1 P2 P3 P4 P5 P6 P7 P8 P9 P10 P11 | i1-Q3_K_L | 530.6 | IQ3_M probably better |
P1 P2 P3 P4 P5 P6 P7 P8 P9 P10 P11 P12 | i1-IQ4_XS | 546.3 | |
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 |
P1 P2 P3 P4 P5 P6 P7 P8 P9 P10 P11 P12 P13 P14 P15 P16 P17 P18 | i1-Q6_K | 842.7 | practically like static Q6_K |
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.
Model tree for mradermacher/Kimi-K2-Instruct-i1-GGUF
Base model
moonshotai/Kimi-K2-Instruct