Open-weight model
FrogNano-4B-heretic-GGUF
by Team Mradermacher mradermacher/FrogNano-4B-heretic-GGUF
FrogNano-4B-heretic-GGUF is an open-weight model from Team Mradermacher, released under MIT License. Its published files total 39.9 GB.
static quants of https://huggingface.co/saidutta69/FrogNano-4B-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.
Model Card
By Team Mradermacher, published under mit, revision 31fef5ca292d.
static quants of https://huggingface.co/saidutta69/FrogNano-4B-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 lower-quality…
Read Team Mradermacher's full model card
About
static quants of https://huggingface.co/saidutta69/FrogNano-4B-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 | mmproj-Q8_0 | 0.5 | multi-modal supplement |
| GGUF | mmproj-f16 | 0.8 | multi-modal supplement |
| 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.
Identity and Version
- Repository
- mradermacher/FrogNano-4B-heretic-GGUF
- Publisher
- Team Mradermacher
- Task
- Not stated by the source
- Modality
- Other
- Library
- transformers
- Parameters
- Not stated by the source
- Languages
- en
- Revision
- 31fef5ca292deeb9fb7f8146e9943155636d47c2
- First published
- 2026-10-14
- Last updated
- 2026-10-14
Files and Weights
16 files, 39.9 GB in total. The weights are 14 files totalling 39.9 GB in gguf.
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| FrogNano-4B-heretic.IQ4_XS.gguf | Weights | 2.5 GB | 8f5b952dfb0e |
| FrogNano-4B-heretic.Q2_K.gguf | Weights | 1.9 GB | 4beb59ea76a9 |
| FrogNano-4B-heretic.Q3_K_L.gguf | Weights | 2.4 GB | daef55dc84f6 |
| FrogNano-4B-heretic.Q3_K_M.gguf | Weights | 2.3 GB | 710bf2593360 |
| FrogNano-4B-heretic.Q3_K_S.gguf | Weights | 2.1 GB | 9e8c4dfff4d4 |
| FrogNano-4B-heretic.Q4_K_M.gguf | Weights | 2.7 GB | 6aa38abdfb5a |
| FrogNano-4B-heretic.Q4_K_S.gguf | Weights | 2.6 GB | 4e453d47de51 |
| FrogNano-4B-heretic.Q5_K_M.gguf | Weights | 3.1 GB | 7c3466e24125 |
| FrogNano-4B-heretic.Q5_K_S.gguf | Weights | 3.0 GB | b54bd4fcd104 |
| FrogNano-4B-heretic.Q6_K.gguf | Weights | 3.5 GB | f0e04db901ea |
| FrogNano-4B-heretic.Q8_0.gguf | Weights | 4.5 GB | fd0e390fa7d5 |
| FrogNano-4B-heretic.f16.gguf | Weights | 8.4 GB | e7c7cf47d586 |
| FrogNano-4B-heretic.mmproj-Q8_0.gguf | Weights | 366.9 MB | 2a1a5ec4986f |
| FrogNano-4B-heretic.mmproj-f16.gguf | Weights | 672.4 MB | 803b76b00815 |
| README.md | Documentation | 4.4 KB | — |
| .gitattributes | Repository | 2.5 KB | — |
License and Download
- License
- mit
- Access
- Open weights, no gate
- Download size
- 39.9 GB
Released by Team Mradermacher through its official repository on Hugging Face. Read the license.
Built From
- Derived from saidutta69/FrogNano-4B-heretic
- Quantized from saidutta69/FrogNano-4B-heretic
Memory Requirements
| Precision | Weights in memory |
|---|---|
| As published | 39.9 GB |
Weights only, from the published parameter count; the key-value cache and runtime add to this.
Questions About FrogNano-4B-heretic-GGUF
Can I use FrogNano-4B-heretic-GGUF commercially?
Yes. FrogNano-4B-heretic-GGUF is released under MIT License. The MIT License is a short permissive license. It permits commercial use, modification and redistribution, provided the copyright notice and permission notice are included.