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Open-weight model

Qwen3-4B-Thinking-heretic-GGUF

by Team Mradermacher mradermacher/Qwen3-4B-Thinking-heretic-GGUF

Qwen3-4B-Thinking-heretic-GGUF is an open-weight model from Team Mradermacher, released under Apache License 2.0. Its published files total 36.4 GB.

static quants of https://huggingface.co/saidutta69/Qwen3-4B-Thinking-heretic 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.

Parameters—
Context—
Weights36.4 GB
Licenseapache-2.0
AccessOpen weights
Monthly Downloads—

Model Card

By Team Mradermacher, published under apache-2.0, revision c36621b9ba3c.

static quants of https://huggingface.co/saidutta69/Qwen3-4B-Thinking-heretic 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. 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. (sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants) Here is a handy graph by ikawrakow comparing some…

Read Team Mradermacher's full model card

About

static quants of https://huggingface.co/saidutta69/Qwen3-4B-Thinking-heretic

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 Q2_K 1.8
GGUF Q3_K_S 2.0
GGUF Q3_K_M 2.2 lower quality
GGUF Q3_K_L 2.3
GGUF IQ4_XS 2.4
GGUF Q4_K_S 2.5 fast, recommended
GGUF Q4_K_M 2.6 fast, recommended
GGUF Q5_K_S 2.9
GGUF Q5_K_M 3.0
GGUF Q6_K 3.4 very good quality
GGUF Q8_0 4.4 fast, best quality
GGUF f16 8.2 16 bpw, overkill

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.

Identity and Version

Repository
mradermacher/Qwen3-4B-Thinking-heretic-GGUF
Publisher
Team Mradermacher
Task
Not stated by the source
Modality
Other
Library
transformers
Parameters
Not stated by the source
Languages
en, zh
Revision
c36621b9ba3cd6b80b1ab9c57ede55c08aed1b9b
First published
2026-10-14
Last updated
2026-10-14

Files and Weights

14 files, 36.4 GB in total. The weights are 12 files totalling 36.4 GB in gguf.

Weights12 files · 36.4 GB
Documentation1 file · 4.2 KB
Repository1 file · 2.4 KB
Every file
FileTypeSizeSHA-256
Qwen3-4B-Thinking-heretic.IQ4_XS.ggufWeights2.3 GB 0662ea3b11ea
Qwen3-4B-Thinking-heretic.Q2_K.ggufWeights1.7 GB 1c4629dad106
Qwen3-4B-Thinking-heretic.Q3_K_L.ggufWeights2.2 GB 4a7bf9d26bfd
Qwen3-4B-Thinking-heretic.Q3_K_M.ggufWeights2.1 GB 296a0da0abd3
Qwen3-4B-Thinking-heretic.Q3_K_S.ggufWeights1.9 GB a508f65baf53
Qwen3-4B-Thinking-heretic.Q4_K_M.ggufWeights2.5 GB 062fc5e88667
Qwen3-4B-Thinking-heretic.Q4_K_S.ggufWeights2.4 GB 7c5ddf080303
Qwen3-4B-Thinking-heretic.Q5_K_M.ggufWeights2.9 GB 32ccf7880d3c
Qwen3-4B-Thinking-heretic.Q5_K_S.ggufWeights2.8 GB 689d39346fec
Qwen3-4B-Thinking-heretic.Q6_K.ggufWeights3.3 GB 1a3f27f4b101
Qwen3-4B-Thinking-heretic.Q8_0.ggufWeights4.3 GB 3bbe5b9307e1
Qwen3-4B-Thinking-heretic.f16.ggufWeights8.1 GB 736735b2184d
README.mdDocumentation4.2 KB —
.gitattributesRepository2.4 KB —

License and Download

License
apache-2.0
Access
Open weights, no gate
Download size
36.4 GB
Download from Team Mradermacher

Released by Team Mradermacher through its official repository on Hugging Face. Read the license.

Built From

  • Derived from saidutta69/Qwen3-4B-Thinking-heretic
  • Quantized from saidutta69/Qwen3-4B-Thinking-heretic

Memory Requirements

PrecisionWeights in memory
As published36.4 GB

Weights only, from the published parameter count; the key-value cache and runtime add to this.

Questions About Qwen3-4B-Thinking-heretic-GGUF

Can I use Qwen3-4B-Thinking-heretic-GGUF commercially?

Yes. Qwen3-4B-Thinking-heretic-GGUF is released under Apache License 2.0. The Apache License 2.0 is a permissive open-source license. It permits commercial use, modification and redistribution. It requires keeping the license and copyright notices and any NOTICE file, stating significant changes, and it includes an express patent grant from contributors.