mradermacher/Huihui-InternVL3-78B-abliterated-i1-GGUF

---

base_model: huihui-ai/Huihui-InternVL3-78B-abliterated language:

• multilingual

library_name: transformers license: apache-2.0 license_link: https://huggingface.co/Qwen/Qwen2.5-72B-Instruct/blob/main/LICENSE license_name: qwen mradermacher: readme_rev: 1 quantized_by: mradermacher tags:

• internvl
• custom_code
• abliterated
• uncensored

---

About

weighted/imatrix quants of https://huggingface.co/huihui-ai/Huihui-InternVL3-78B-abliterated

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

static quants are available at https://huggingface.co/mradermacher/Huihui-InternVL3-78B-abliterated-GGUF

This is a vision model - mmproj files (if any) will be in the static repository.

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	0.1	imatrix file (for creating your own qwuants)
GGUF	i1-IQ1_M	23.8	mostly desperate
GGUF	i1-IQ2_XXS	25.6
GGUF	i1-IQ2_XS	27.2
GGUF	i1-IQ2_S	28.0
GGUF	i1-IQ2_M	29.4
GGUF	i1-Q2K_S	29.7	very low quality
GGUF	i1-Q2K	29.9	IQ3XXS probably better
GGUF	i1-IQ3_XXS	31.9	lower quality
GGUF	i1-IQ3_XS	32.9
GGUF	i1-IQ3S	34.6	beats Q3K*
GGUF	i1-Q3KS	34.6	IQ3XS probably better
GGUF	i1-IQ3_M	35.6
GGUF	i1-Q3KM	37.8	IQ3S probably better
GGUF	i1-Q3KL	39.6	IQ3M probably better
GGUF	i1-IQ4_XS	39.8
GGUF	i1-Q4_0	41.5	fast, low quality
GGUF	i1-Q4K_S	44.0	optimal size/speed/quality
GGUF	i1-Q4_1	45.8
GGUF	i1-Q4K_M	47.5	fast, recommended
PART 1 PART 2	i1-Q5KS	51.5
PART 1 PART 2	i1-Q5KM	54.5
PART 1 PART 2	i1-Q6K	64.4	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.