mradermacher / bonito-gemma-2b-GGUF

huggingface.co
Total runs: 3
24-hour runs: 174
7-day runs: 174
30-day runs: 174
Model's Last Updated: December 18 2024

Introduction of bonito-gemma-2b-GGUF

Model Details of bonito-gemma-2b-GGUF

About

static quants of https://huggingface.co/Cartinoe5930/bonito-gemma-2b

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 1.3
GGUF Q3_K_S 1.4
GGUF Q3_K_M 1.5 lower quality
GGUF Q3_K_L 1.6
GGUF IQ4_XS 1.6
GGUF Q4_K_S 1.7 fast, recommended
GGUF Q4_K_M 1.7 fast, recommended
GGUF Q5_K_S 1.9
GGUF Q5_K_M 1.9
GGUF Q6_K 2.2 very good quality
GGUF Q8_0 2.8 fast, best quality
GGUF f16 5.1 16 bpw, overkill

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 bonito-gemma-2b-GGUF on huggingface.co

3
Total runs
174
24-hour runs
174
3-day runs
174
7-day runs
174
30-day runs

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