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metadata
base_model: Andrewwwwww/aya-expanse-32b
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About

static quants of https://huggingface.co/Andrewwwwww/aya-expanse-32b

weighted/imatrix quants are available at https://huggingface.co/mradermacher/aya-expanse-32b-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
GGUF Q2_K 12.9
GGUF Q3_K_S 14.8
GGUF Q3_K_M 16.3 lower quality
GGUF Q3_K_L 17.7
GGUF IQ4_XS 18.1
GGUF Q4_K_S 18.9 fast, recommended
GGUF Q4_K_M 19.9 fast, recommended
GGUF Q5_K_S 22.6
GGUF Q5_K_M 23.2
GGUF Q6_K 26.6 very good quality
GGUF Q8_0 34.4 fast, best quality

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.