Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-i1-GGUF/README.md

base_model, datasets, language, library_name, license, mradermacher, quantized_by, tags

base_model	datasets	language	library_name	license	mradermacher	quantized_by	tags
DavidAU/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B	DavidAU/TNG-ALL DavidAU/PKD-all	en	transformers	apache-2.0	readme_rev 1	mradermacher	programming code generation code coding coder chat code chat brainstorm qwen qwen3 qwencoder brainstorm 20x creative all uses cases Jan-V1 horror science fiction fantasy Star Trek The Next Generation TNG Philip K. Dick Deckard finetune thinking reasoning unsloth moe mixture of experts merge

About

weighted/imatrix quants of https://huggingface.co/DavidAU/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B

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

static quants are available at https://huggingface.co/mradermacher/Qwen3-2x6B-TNG-Deckard-Alpha-III-12B-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	0.1	imatrix file (for creating your own quants)
GGUF	i1-IQ1_S	2.5	for the desperate
GGUF	i1-IQ1_M	2.7	mostly desperate
GGUF	i1-IQ2_XXS	3.1
GGUF	i1-IQ2_XS	3.3
GGUF	i1-IQ2_S	3.5
GGUF	i1-IQ2_M	3.8
GGUF	i1-Q2_K_S	3.8	very low quality
GGUF	i1-Q2_K	4.1	IQ3_XXS probably better
GGUF	i1-IQ3_XXS	4.2	lower quality
GGUF	i1-IQ3_XS	4.5
GGUF	i1-Q3_K_S	4.7	IQ3_XS probably better
GGUF	i1-IQ3_S	4.8	beats Q3_K*
GGUF	i1-IQ3_M	4.9
GGUF	i1-Q3_K_M	5.2	IQ3_S probably better
GGUF	i1-Q3_K_L	5.6	IQ3_M probably better
GGUF	i1-IQ4_XS	5.8
GGUF	i1-IQ4_NL	6.1	prefer IQ4_XS
GGUF	i1-Q4_0	6.1	fast, low quality
GGUF	i1-Q4_K_S	6.1	optimal size/speed/quality
GGUF	i1-Q4_K_M	6.4	fast, recommended
GGUF	i1-Q4_1	6.7
GGUF	i1-Q5_K_S	7.3
GGUF	i1-Q5_K_M	7.5
GGUF	i1-Q6_K	8.7	practically like static Q6_K

Here is a handy graph by ikawrakow comparing some lower-quality quant types (lower is better):

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.