Modelpublic

mradermacher/internlm2-math-base-20b-GGUF

sourceHugging Faceotherupdated 2y agoView on Hugging Face

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Model Card

About

static quants of https://huggingface.co/internlm/internlm2-math-base-20b

weighted/imatrix quants are available at https://huggingface.co/mradermacher/internlm2-math-base-20b-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	7.6
GGUF	IQ3_XS	8.5
GGUF	Q3KS	8.9
GGUF	IQ3_S	8.9	beats Q3_K*
GGUF	IQ3_M	9.2
GGUF	Q3KM	9.8	lower quality
GGUF	Q3KL	10.7
GGUF	IQ4_XS	11.0
GGUF	Q4KS	11.5	fast, recommended
GGUF	Q4KM	12.1	fast, recommended
GGUF	Q5KS	13.8
GGUF	Q5KM	14.2
GGUF	Q6_K	16.4	very good quality
GGUF	Q8_0	21.2	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.