mradermacher / CMLM-0.8B-GGUF

huggingface.co
Total runs: 769
24-hour runs: 33
7-day runs: -340
30-day runs: -388
Model's Last Updated: August 24 2026

Introduction of CMLM-0.8B-GGUF

Model Details of CMLM-0.8B-GGUF

About

static quants of https://huggingface.co/Natarizki/CMLM-0.8B

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

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 mmproj-Q8_0 0.2 multi-modal supplement
GGUF mmproj-f16 0.3 multi-modal supplement
GGUF Q2_K 0.5
GGUF Q3_K_S 0.5
GGUF Q3_K_M 0.6 lower quality
GGUF Q3_K_L 0.6
GGUF IQ4_XS 0.6
GGUF Q4_K_S 0.6 fast, recommended
GGUF Q4_K_M 0.6 fast, recommended
GGUF Q5_K_S 0.7
GGUF Q5_K_M 0.7
GGUF Q6_K 0.7 very good quality
GGUF Q8_0 0.9 fast, best quality
GGUF f16 1.7 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.

Runs of mradermacher CMLM-0.8B-GGUF on huggingface.co

769
Total runs
33
24-hour runs
-313
3-day runs
-340
7-day runs
-388
30-day runs

More Information About CMLM-0.8B-GGUF huggingface.co Model

More CMLM-0.8B-GGUF license Visit here:

https://choosealicense.com/licenses/apache-2.0

CMLM-0.8B-GGUF huggingface.co

CMLM-0.8B-GGUF huggingface.co is an AI model on huggingface.co that provides CMLM-0.8B-GGUF's model effect (), which can be used instantly with this mradermacher CMLM-0.8B-GGUF model. huggingface.co supports a free trial of the CMLM-0.8B-GGUF model, and also provides paid use of the CMLM-0.8B-GGUF. Support call CMLM-0.8B-GGUF model through api, including Node.js, Python, http.

mradermacher CMLM-0.8B-GGUF online free

CMLM-0.8B-GGUF huggingface.co is an online trial and call api platform, which integrates CMLM-0.8B-GGUF's modeling effects, including api services, and provides a free online trial of CMLM-0.8B-GGUF, you can try CMLM-0.8B-GGUF online for free by clicking the link below.

mradermacher CMLM-0.8B-GGUF online free url in huggingface.co:

https://huggingface.co/mradermacher/CMLM-0.8B-GGUF

CMLM-0.8B-GGUF install

CMLM-0.8B-GGUF is an open source model from GitHub that offers a free installation service, and any user can find CMLM-0.8B-GGUF on GitHub to install. At the same time, huggingface.co provides the effect of CMLM-0.8B-GGUF install, users can directly use CMLM-0.8B-GGUF installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

CMLM-0.8B-GGUF install url in huggingface.co:

https://huggingface.co/mradermacher/CMLM-0.8B-GGUF

Url of CMLM-0.8B-GGUF

Provider of CMLM-0.8B-GGUF huggingface.co

mradermacher
ORGANIZATIONS

Other API from mradermacher