mradermacher / Eclipse-13B-i1-GGUF

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Total runs: 665
24-hour runs: -7
7-day runs: 3
30-day runs: 511
Model's Last Updated: November 06 2024

Introduction of Eclipse-13B-i1-GGUF

Model Details of Eclipse-13B-i1-GGUF

About

weighted/imatrix quants of https://huggingface.co/Xenon1/Eclipse-13B

static quants are available at https://huggingface.co/mradermacher/Eclipse-13B-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 i1-IQ1_S 2.8 for the desperate
GGUF i1-IQ1_M 3.1 mostly desperate
GGUF i1-IQ2_XXS 3.6
GGUF i1-IQ2_XS 3.9
GGUF i1-IQ2_S 4.1
GGUF i1-IQ2_M 4.4
GGUF i1-Q2_K 4.9 IQ3_XXS probably better
GGUF i1-IQ3_XXS 5.1 lower quality
GGUF i1-IQ3_XS 5.4
GGUF i1-Q3_K_S 5.7 IQ3_XS probably better
GGUF i1-IQ3_S 5.7 beats Q3_K*
GGUF i1-IQ3_M 5.8
GGUF i1-Q3_K_M 6.3 IQ3_S probably better
GGUF i1-Q3_K_L 6.8 IQ3_M probably better
GGUF i1-IQ4_XS 7.0
GGUF i1-Q4_0_4_4 7.4 fast on arm, low quality
GGUF i1-Q4_0_4_8 7.4 fast on arm+i8mm, low quality
GGUF i1-Q4_0_8_8 7.4 fast on arm+sve, low quality
GGUF i1-Q4_0 7.4 fast, low quality
GGUF i1-Q4_K_S 7.4 optimal size/speed/quality
GGUF i1-Q4_K_M 7.9 fast, recommended
GGUF i1-Q5_K_S 9.0
GGUF i1-Q5_K_M 9.2
GGUF i1-Q6_K 10.7 practically like static Q6_K

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.

Runs of mradermacher Eclipse-13B-i1-GGUF on huggingface.co

665
Total runs
-7
24-hour runs
0
3-day runs
3
7-day runs
511
30-day runs

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