gemma-2-9b-it-abliterated
9BGemma
from IlyaGusev/gemma-2-9b-it-abliterated
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gemma-3-4b-it-vl-Heretic-4-Horsemen-Uncensored
gemma-3-4b-it-vl-Heretic-4-Horsemen-Uncensored is a Heretic-ablated variant of DavidAU/gemma-3-4b-it-heretic-uncensored-abliterated-Extreme, published on Hugging Face by DavidAU. It is 4B parameters, single consumer GPU class and apache-2.0 licence. It is distributed across 4 repositories in Transformers, GGUF and GGUF (imatrix) formats, totalling 11K downloads.
Specification
- Model name
- gemma-3-4b-it-vl-Heretic-4-Horsemen-Uncensored
- Source repository
- DavidAU/gemma-3-4b-it-vl-Heretic-4-Horsemen-Uncensored
- Publisher
- DavidAU
- Parameters
- 4B
- Hardware class
- 4B – 10B — single consumer GPU
- Licence
- apache-2.0
- Task
- Image text to text
- Context window
- 128K tokens (as documented)
- Ablation scope
- Not stated by the publisher
- Formats available
- Transformers, GGUF, GGUF (imatrix)
- First indexed
- 13 Feb 2026
- Last updated
- 10 Aug 2026
Ablation technique
How gemma-3-4b-it-vl-Heretic-4-Horsemen-Uncensored was modified, and what that implies.
Heretic
Automated directional ablation via the Heretic toolchain, which searches for the refusal direction and applies it with a KL-divergence budget so general capability is preserved.
Reported scope: Not stated by the publisher. Publishers frequently omit this, so verify behaviour empirically rather than assuming full coverage.
From the publisher’s model card
“This is a fully uncensored, full deep thinking Gemma 4B fine tune using Four Horsemen reasoning dataset group reasoning dataset via Unsloth via local hardware, Linux (for windows).”
Running it
Commands are templates — confirm the exact repository and quant file before use.
llama.cpp / GGUF
hf download mradermacher/gemma-3-4b-it-vl-Heretic-4-Horsemen-Uncensored-GGUF --local-dir ./gemma-3-4b-it-vl-heretic-4-horsemen-uncensored
llama-cli -m ./gemma-3-4b-it-vl-heretic-4-horsemen-uncensored/<file>.gguf -p "..."Transformers
from transformers import AutoModelForCausalLM, AutoTokenizer
repo = "DavidAU/gemma-3-4b-it-vl-Heretic-4-Horsemen-Uncensored"
tok = AutoTokenizer.from_pretrained(repo)
model = AutoModelForCausalLM.from_pretrained(
repo, torch_dtype="auto", device_map="auto"
)vLLM
vllm serve DavidAU/gemma-3-4b-it-vl-Heretic-4-Horsemen-Uncensored --trust-remote-codeDownloads and variants (3)
Every published repository of gemma-3-4b-it-vl-Heretic-4-Horsemen-Uncensored, including quantised re-releases by other authors.
| Repository | Format | Downloads |
|---|---|---|
| DavidAU/gemma-3-4b-it-vl-Heretic-4-Horsemen-Uncensoredsource | Transformers | 8.7K |
| mradermacher/gemma-3-4b-it-vl-Heretic-4-Horsemen-Uncensored-GGUF | GGUF | 1.1K |
| mradermacher/gemma-3-4b-it-vl-Heretic-4-Horsemen-Uncensored-i1-GGUF | GGUF (imatrix) | 1.1K |
Security-team assessment
Derived from this model’s metadata and the publisher’s claims — not from benchmarks run by this site.
- gemma-3-4b-it-vl-Heretic-4-Horsemen-Uncensored will attempt offensive-security prompts that a hosted commercial model declines, which is what makes it usable for red-team corpus generation and for measuring what an unaligned model of this class produces.
- Capability is inherited from DavidAU/gemma-3-4b-it-heretic-uncensored-abliterated-Extreme, not added by ablation — at 4B parameters, expect a small model’s reasoning and a high error rate on exploit detail.
- The publisher does not state which layers were ablated, so assume nothing about refusal consistency — probe it directly.
- Declared licence is apache-2.0, but the terms that bind you are DavidAU/gemma-3-4b-it-heretic-uncensored-abliterated-Extreme’s — a re-release cannot grant more than its parent.
Handling: run it isolated, put moderation in front of it if anyone outside your team can reach it, and verify the weights before loading — these are third-party artifacts. Full handling and licence guidance.
Metadata for gemma-3-4b-it-vl-Heretic-4-Horsemen-Uncensored is collected from the public Hugging Face API and the publisher’s model card. This site does not host weights, is not affiliated with DavidAU, and does not independently verify publisher claims. See responsible use.