Qwen3.5-9B-The-Defiant-Fable-Uncensored-Heretic
9BQwenheretic
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Qwen3.5-4B-NSFW-ARA-Heretic-Literotica
Qwen3.5-4B-NSFW-ARA-Heretic-Literotica is a Heretic-ablated variant of MuXodious/Qwen3.5-4B-ARA-heresy-v2, published on Hugging Face by Sinbad-The-Sailor. It is 4B parameters and single consumer GPU class. It is distributed across 7 repositories in GGUF (imatrix), Transformers and GGUF formats, totalling 8.9K downloads.
Specification
- Model name
- Qwen3.5-4B-NSFW-ARA-Heretic-Literotica
- Source repository
- Sinbad-The-Sailor/Qwen3.5-4B-NSFW-ARA-Heretic-Literotica
- Base model
- MuXodious/Qwen3.5-4B-ARA-heresy-v2
- Publisher
- Sinbad-The-Sailor
- Parameters
- 4B
- Hardware class
- 4B – 10B — single consumer GPU
- Licence
- Not declared
- Task
- Text generation
- Context window
- Not documented
- Ablation scope
- Not stated by the publisher
- Formats available
- GGUF (imatrix), Transformers, GGUF
- First indexed
- 25 Mar 2026
- Last updated
- 6 May 2026
Ablation technique
How Qwen3.5-4B-NSFW-ARA-Heretic-Literotica 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
“Qwen3.5-4B-NSFW-ARA-Heretic-Literotica is a specialized large language model built on the Qwen 3.5 architecture (4B parameters). It is designed for immersive erotic storytelling and creative prose, inheriting the technical uncensorship approaches of the ARA and Heretic frameworks.”
Running it
Commands are templates — confirm the exact repository and quant file before use.
llama.cpp / GGUF
hf download Sinbad-The-Sailor/Qwen3.5-4B-NSFW-ARA-Heretic-Literotica-i1-GGUF --local-dir ./qwen3.5-4b-nsfw-ara-heretic-literotica
llama-cli -m ./qwen3.5-4b-nsfw-ara-heretic-literotica/<file>.gguf -p "..."Transformers
from transformers import AutoModelForCausalLM, AutoTokenizer
repo = "Sinbad-The-Sailor/Qwen3.5-4B-NSFW-ARA-Heretic-Literotica"
tok = AutoTokenizer.from_pretrained(repo)
model = AutoModelForCausalLM.from_pretrained(
repo, torch_dtype="auto", device_map="auto"
)vLLM
vllm serve Sinbad-The-Sailor/Qwen3.5-4B-NSFW-ARA-Heretic-Literotica --trust-remote-codeDownloads and variants (6)
Every published repository of Qwen3.5-4B-NSFW-ARA-Heretic-Literotica, including quantised re-releases by other authors.
| Repository | Format | Downloads |
|---|---|---|
| Sinbad-The-Sailor/Qwen3.5-4B-NSFW-ARA-Heretic-Literotica-i1-GGUF | GGUF (imatrix) | 6.3K |
| mradermacher/Qwen3.5-4B-NSFW-ARA-Heretic-Literotica-i1-GGUF | GGUF (imatrix) | 1.3K |
| mradermacher/Qwen3.5-4B-NSFW-ARA-Heretic-Literotica-GGUF | GGUF | 912 |
| wkplhc/Qwen3.5-4B-NSFW-ARA-Heretic-Literotica-i1-GGUF | GGUF (imatrix) | 264 |
| Sinbad-The-Sailor/Qwen3.5-4B-NSFW-ARA-Heretic-Literoticasource | Transformers | 155 |
| datou9/Qwen3.5-4B-NSFW-ARA-Heretic-Literotica | Transformers | 9 |
Security-team assessment
Derived from this model’s metadata and the publisher’s claims — not from benchmarks run by this site.
- Qwen3.5-4B-NSFW-ARA-Heretic-Literotica 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 MuXodious/Qwen3.5-4B-ARA-heresy-v2, 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.
- No licence is declared on this repository, which is a compliance problem in itself. Resolve it against the base model’s terms before use.
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 Qwen3.5-4B-NSFW-ARA-Heretic-Literotica is collected from the public Hugging Face API and the publisher’s model card. This site does not host weights, is not affiliated with Sinbad-The-Sailor, and does not independently verify publisher claims. See responsible use.