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About

weighted/imatrix quants of https://huggingface.co/DenisTheDev/Blitz-AI-ULTRA

weighted/imatrix quants are available at https://huggingface.co/mradermacher/Blitz-AI-ULTRA-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
PART 1 PART 2 Q2_K 51.6
PART 1 PART 2 IQ3_XS 56.7
PART 1 PART 2 IQ3_S 59.6 beats Q3_K*
PART 1 PART 2 Q3_K_S 59.6
PART 1 PART 2 IQ3_M 62.7
PART 1 PART 2 Q3_K_M 66.3 lower quality
PART 1 PART 2 Q3_K_L 72.1
PART 1 PART 2 IQ4_XS 73.1
PART 1 PART 2 Q4_0 76.5 fast, low quality
PART 1 PART 2 IQ4_NL 76.9 prefer IQ4_XS
PART 1 PART 2 Q4_K_S 77.0 fast, recommended
PART 1 PART 2 Q4_K_M 81.4 fast, recommended
PART 1 PART 2 Q5_K_S 92.3
PART 1 PART 2 Q5_K_M 94.9
PART 1 PART 2 PART 3 Q6_K 109.2 very good quality
PART 1 PART 2 PART 3 Q8_0 139.9 fast, best quality
P1 P2 P3 P4 P5 P6 P7 P8 P9 P10 P11 SOURCE 512.6 source gguf, only provided when it was hard to come by

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

image.png

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.

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