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Open-weight model

PhishMe-12k-Qwen3.5-4B-GGUF

by Team Mradermacher mradermacher/PhishMe-12k-Qwen3.5-4B-GGUF

PhishMe-12k-Qwen3.5-4B-GGUF is an open-weight model from Team Mradermacher, released under Apache License 2.0. Its published files total 38.9 GB. It draws 147 downloads a month.

static quants of https://huggingface.co/piyawudk/PhishMe-12k-Qwen3.5-4B 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—
Weights38.9 GB
Licenseapache-2.0
AccessOpen weights
Monthly Downloads147

Model Card

By Team Mradermacher, published under apache-2.0, revision 88f4879378ea.

static quants of https://huggingface.co/piyawudk/PhishMe-12k-Qwen3.5-4B 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 lower-quality…

Read Team Mradermacher's full model card

About

static quants of https://huggingface.co/piyawudk/PhishMe-12k-Qwen3.5-4B

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 2.0
GGUF Q3_K_S 2.2
GGUF Q3_K_M 2.4 lower quality
GGUF Q3_K_L 2.5
GGUF IQ4_XS 2.6
GGUF Q4_K_S 2.7 fast, recommended
GGUF Q4_K_M 2.8 fast, recommended
GGUF Q5_K_S 3.1
GGUF Q5_K_M 3.2
GGUF Q6_K 3.6 very good quality
GGUF Q8_0 4.6 fast, best quality
GGUF f16 8.5 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. 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.

Identity and Version

Repository
mradermacher/PhishMe-12k-Qwen3.5-4B-GGUF
Publisher
Team Mradermacher
Task
Not stated by the source
Modality
Other
Library
transformers
Parameters
Not stated by the source
Languages
en
Revision
88f4879378eac7bf6f81357e73c6c077bd1845b5
First published
2026-03-18
Last updated
2026-10-08

Files and Weights

14 files, 38.9 GB in total. The weights are 12 files totalling 38.9 GB in gguf.

Weights12 files · 38.9 GB
Documentation1 file · 4.1 KB
Repository1 file · 2.4 KB
Every file
FileTypeSizeSHA-256
PhishMe-12k-Qwen3.5-4B.IQ4_XS.ggufWeights2.5 GB be3052a77287
PhishMe-12k-Qwen3.5-4B.Q2_K.ggufWeights1.9 GB fe517299397a
PhishMe-12k-Qwen3.5-4B.Q3_K_L.ggufWeights2.4 GB b9c5acc493ad
PhishMe-12k-Qwen3.5-4B.Q3_K_M.ggufWeights2.3 GB abdc99ff0d08
PhishMe-12k-Qwen3.5-4B.Q3_K_S.ggufWeights2.1 GB 951452ac7cc3
PhishMe-12k-Qwen3.5-4B.Q4_K_M.ggufWeights2.7 GB 1cba0d2699da
PhishMe-12k-Qwen3.5-4B.Q4_K_S.ggufWeights2.6 GB 9eed0200e7e3
PhishMe-12k-Qwen3.5-4B.Q5_K_M.ggufWeights3.1 GB 1caefaaa3dbf
PhishMe-12k-Qwen3.5-4B.Q5_K_S.ggufWeights3.0 GB b1dda5574072
PhishMe-12k-Qwen3.5-4B.Q6_K.ggufWeights3.5 GB d1b594d7639a
PhishMe-12k-Qwen3.5-4B.Q8_0.ggufWeights4.5 GB 39fe1e279a45
PhishMe-12k-Qwen3.5-4B.f16.ggufWeights8.4 GB d07f8da02687
README.mdDocumentation4.1 KB —
.gitattributesRepository2.4 KB —

License and Download

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

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

Memory Requirements

PrecisionWeights in memory
As published38.9 GB

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

Questions About PhishMe-12k-Qwen3.5-4B-GGUF

Can I use PhishMe-12k-Qwen3.5-4B-GGUF commercially?

Yes. PhishMe-12k-Qwen3.5-4B-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.