abliteratedmodels.org

Qwen3.5-35B-A3B-Uncensored-HauhauCS-Aggressive

Qwen3.5-35B-A3B-Uncensored-HauhauCS-Aggressive is a abliterated and uncensored variant of Qwen/Qwen3.5-35B-A3B, published on Hugging Face by HauhauCS. It is 35B total parameters (mixture-of-experts), 48GB VRAM class class and apache-2.0 licence. It is distributed across 65 repositories in GGUF and MLX formats, totalling 99.6K downloads.

Abliteration + uncensored fine-tune35B MoEQwen25B – 50B99,5871484

Specification

Model name
Qwen3.5-35B-A3B-Uncensored-HauhauCS-Aggressive
Publisher
HauhauCS
Parameters
35B (mixture-of-experts)
Hardware class
25B – 50B — 48GB VRAM class
Licence
apache-2.0
Task
Image text to text
Context window
128K tokens (as documented)
Ablation scope
Not stated by the publisher
Formats available
GGUF, MLX
First indexed
10 Mar 2026
Last updated
22 Jul 2026

Ablation technique

How Qwen3.5-35B-A3B-Uncensored-HauhauCS-Aggressive was modified, and what that implies.

Abliteration + uncensored fine-tune

Directional ablation combined with additional fine-tuning on unfiltered data, so behaviour diverges from the base model beyond refusal removal alone.

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

No changes to datasets or capabilities. Fully functional, 100% of what the original authors intended - just without the refusals.

Running it

Commands are templates — confirm the exact repository and quant file before use.

llama.cpp / GGUF
hf download HauhauCS/Qwen3.5-35B-A3B-Uncensored-HauhauCS-Aggressive --local-dir ./qwen3.5-35b-a3b-uncensored-hauhaucs-aggressive
llama-cli -m ./qwen3.5-35b-a3b-uncensored-hauhaucs-aggressive/<file>.gguf -p "..."
Transformers
from transformers import AutoModelForCausalLM, AutoTokenizer

repo = "HauhauCS/Qwen3.5-35B-A3B-Uncensored-HauhauCS-Aggressive"
tok = AutoTokenizer.from_pretrained(repo)
model = AutoModelForCausalLM.from_pretrained(
    repo, torch_dtype="auto", device_map="auto"
)
vLLM
vllm serve HauhauCS/Qwen3.5-35B-A3B-Uncensored-HauhauCS-Aggressive --trust-remote-code

Downloads and variants (64)

Every published repository of Qwen3.5-35B-A3B-Uncensored-HauhauCS-Aggressive, including quantised re-releases by other authors.

RepositoryFormatDownloads
HauhauCS/Qwen3.5-35B-A3B-Uncensored-HauhauCS-AggressivesourceGGUF91.9K
TheCluster/Qwen3.5-35B-A3B-Uncensored-HauhauCS-Aggressive-MLX-mxfp4MLX1.7K
AIOpsInSpace/Qwen3.5-35B-A3B-Uncensored-HauhauCS-Aggressive-MTPGGUF1.5K
cahlen/Qwen3.5-35B-A3B-Uncensored-HauhauCS-Aggressive-GGUFGGUF1.1K
njokukelechi/Qwen3.5-35B-A3B-Uncensored-HauhauCS-AggressiveGGUF258
xie071214/Qwen3.5-35B-A3B-Uncensored-HauhauCS-AggressiveGGUF255
Unrestricted/Qwen3.5-35B-A3B-Uncensored-HauhauCS-AggressiveGGUF192
geng2/Qwen3.5-35B-A3B-Uncensored-HauhauCS-AggressiveGGUF180
Manojb/Qwen3.5-35B-A3B-Uncensored-HauhauCS-Aggressive-IQ2_M.ggufGGUF128
Wahuu99/Qwen3.5-35B-A3B-Uncensored-HauhauCS-AggressiveGGUF122
Manojb/Qwen3.5-35B-A3B-Uncensored-HauhauCS-Aggressive-Q3_K_M.ggufGGUF117
mrdomtol/Qwen3.5-35B-A3B-Uncensored-HauhauCS-AggressiveGGUF100
Manojb/Qwen3.5-35B-A3B-Uncensored-HauhauCS-Aggressive-IQ3_M.ggufGGUF82
botp/Qwen3.5-35B-A3B-Uncensored-HauhauCS-AggressiveGGUF80
Smallthrow22/Qwen3.5-35B-A3B-Uncensored-HauhauCS-AggressiveGGUF79
Z9wen/Qwen3.5-35B-A3B-Uncensored-HauhauCS-AggressiveGGUF78
Eatdakitty22/Qwen3.5-35B-A3B-Uncensored-HauhauCS-AggressiveGGUF75
jacehoi/Qwen3.5-35B-A3B-Uncensored-HauhauCS-AggressiveGGUF73
leninisgod/Qwen3.5-35B-A3B-Uncensored-HauhauCS-AggressiveGGUF68
hunklucy/Qwen3.5-35B-A3B-Uncensored-HauhauCS-AggressiveGGUF68
o87enterprise/Qwen3.5-35B-A3B-Uncensored-HauhauCS-AggressiveGGUF63
solvara8/Qwen3.5-35B-A3B-Uncensored-HauhauCS-AggressiveGGUF63
amigoedem/Qwen3.5-35B-A3B-Uncensored-HauhauCS-AggressiveGGUF62
hmtxj1/Qwen3.5-35B-A3B-Uncensored-HauhauCS-AggressiveGGUF58
Castroahk/Qwen3.5-35B-A3B-Uncensored-HauhauCS-AggressiveGGUF52
claymorecrystal/Qwen3.5-35B-A3B-Uncensored-HauhauCS-AggressiveGGUF51
valchy/Qwen3.5-35B-A3B-Uncensored-HauhauCS-AggressiveGGUF48
ssiajaj/Qwen3.5-35B-A3B-Uncensored-HauhauCS-AggressiveGGUF44
Amariturner/Qwen3.5-35B-A3B-Uncensored-HauhauCS-AggressiveGGUF44
lactroiii/Qwen3.5-35B-A3B-Uncensored-HauhauCS-AggressiveGGUF43
Plus 34 further repositories with fewer downloads, all counted in the totals above.

Security-team assessment

Derived from this model’s metadata and the publisher’s claims — not from benchmarks run by this site.

  • Qwen3.5-35B-A3B-Uncensored-HauhauCS-Aggressive 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 Qwen/Qwen3.5-35B-A3B, not added by ablation — at 35B parameters, expect roughly the base model’s competence, minus some instruction-following fidelity.
  • The publisher does not state which layers were ablated, so assume nothing about refusal consistency — probe it directly.
  • This release adds fine-tuning on unfiltered data, so its behaviour diverges from the base model beyond refusal removal — differences you measure cannot be attributed to ablation alone.
  • Declared licence is apache-2.0, but the terms that bind you are Qwen/Qwen3.5-35B-A3B’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 Qwen3.5-35B-A3B-Uncensored-HauhauCS-Aggressive is collected from the public Hugging Face API and the publisher’s model card. This site does not host weights, is not affiliated with HauhauCS, and does not independently verify publisher claims. See responsible use.