mradermacher/Hermes-3-Llama-3.1-405B-Samantha-GGUF

About

static quants of https://huggingface.co./nicoboss/Hermes-3-Llama-3.1-405B-Samantha

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
PART 1 PART 2 PART 3 PART 4	Q2_K	149.4
PART 1 PART 2 PART 3 PART 4	Q3_K_S	175.3
PART 1 PART 2 PART 3 PART 4	Q3_K_M	195.5	lower quality
P1 P2 P3 P4 P5	Q3_K_L	212.9
P1 P2 P3 P4 P5	IQ4_XS	218.7
P1 P2 P3 P4 P5	Q4_K_S	230.6	fast, recommended
P1 P2 P3 P4 P5	Q4_K_M	243.2	fast, recommended
P1 P2 P3 P4 P5 P6	Q5_K_S	279.4
P1 P2 P3 P4 P5 P6	Q5_K_M	286.7
P1 P2 P3 P4 P5 P6 P7	Q6_K	333.0	very good quality
P1 P2 P3 P4 P5 P6 P7 P8 P9	Q8_0	431.3	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. 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.