mradermacher/DeepSeek-V3.1-Nex-N1.1-i1-GGUF

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base_model: nex-agi/DeepSeek-V3.1-Nex-N1.1 language:

• en

library_name: transformers license: apache-2.0 mradermacher: readme_rev: 1 quantized_by: mradermacher

---

About

weighted/imatrix quants of https://huggingface.co/nex-agi/DeepSeek-V3.1-Nex-N1.1

For a convenient overview and download list, visit our model page for this model.

static quants are available at https://huggingface.co/mradermacher/DeepSeek-V3.1-Nex-N1.1-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	imatrix	1.1	imatrix file (for creating your own quants)
GGUF	i1-IQ1_S	133.8	for the desperate
GGUF	i1-IQ1_M	149.2	mostly desperate
GGUF	i1-IQ2_XXS	174.7
GGUF	i1-IQ2_XS	195.3
GGUF	i1-IQ2_S	197.2
P1 P2 P3 P4 P5	i1-IQ2_M	217.7
P1 P2 P3 P4 P5	i1-Q2K_S	224.9	very low quality
P1 P2 P3 P4 P5 P6	i1-Q2K	244.2	IQ3XXS probably better
P1 P2 P3 P4 P5 P6	i1-IQ3_XXS	258.1	lower quality
P1 P2 P3 P4 P5 P6	i1-IQ3_XS	273.0
P1 P2 P3 P4 P5 P6	i1-IQ3S	289.3	beats Q3K*
P1 P2 P3 P4 P5 P6	i1-Q3KS	289.3	IQ3_XS probably better
P1 P2 P3 P4 P5 P6 P7	i1-IQ3_M	292.3
P1 P2 P3 P4 P5 P6 P7	i1-Q3KM	319.4	IQ3S probably better
P1 P2 P3 P4 P5 P6 P7 P8	i1-Q3KL	347.6	IQ3_M probably better
P1 P2 P3 P4 P5 P6 P7 P8	i1-IQ4_XS	357.2
P1 P2 P3 P4 P5 P6 P7 P8	i1-Q4_0	379.1	fast, low quality
P1 P2 P3 P4 P5 P6 P7 P8	i1-Q4KS	380.2	optimal size/speed/quality
P1 P2 P3 P4 P5 P6 P7 P8 P9	i1-Q4K_M	404.6	fast, recommended
P1 P2 P3 P4 P5 P6 P7 P8 P9	i1-Q4_1	420.0
P1 P2 P3 P4 P5 P6 P7 P8 P9 P10	i1-Q5KS	461.9
P1 P2 P3 P4 P5 P6 P7 P8 P9 P10	i1-Q5KM	475.5
P1 P2 P3 P4 P5 P6 P7 P8 P9 P10 P11 P12	i1-Q6K	551.0	practically like static Q6K

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. 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.