mradermacher/Koto-Large-106B-Preview-GGUF

About

static quants of https://huggingface.co/allura-org/Koto-Large-106B-Preview

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

weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion.

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	39.0
GGUF	Q3_K_S	46.1
PART 1 PART 2	Q3_K_M	51.0	lower quality
PART 1 PART 2	Q3_K_L	55.2
PART 1 PART 2	IQ4_XS	57.3
PART 1 PART 2	Q4_K_S	60.5	fast, recommended
PART 1 PART 2	Q4_K_M	64.7	fast, recommended
PART 1 PART 2	Q5_K_S	73.3
PART 1 PART 2	Q5_K_M	75.7
PART 1 PART 2	Q6_K	87.3	very good quality
PART 1 PART 2 PART 3	Q8_0	113.0	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.