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mradermacher/DeepSeek-33B-NL2SQL-GGUF

sourceHugging Faceupdated 2y agoView on Hugging Face

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About

static quants of https://huggingface.co/AI4DS/DeepSeek-33B-NL2SQL

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	12.5
GGUF	Q3KS	14.5
GGUF	Q3KM	16.2	lower quality
GGUF	Q3KL	17.7
GGUF	IQ4_XS	18.1
GGUF	Q4KS	19.0	fast, recommended
GGUF	Q4KM	20.0	fast, recommended
GGUF	Q5KS	23.1
GGUF	Q5KM	23.6
GGUF	Q6_K	27.5	very good quality
GGUF	Q8_0	35.5	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.