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Gliese-Qwen3.5-9B-Abliterated-Caption
Gliese-Qwen3.5-9B-Abliterated-Caption is a refusal-ablated variant of Qwen/Qwen3.5-9B, published on Hugging Face by prithivMLmods. It is 9B parameters, single consumer GPU class and apache-2.0 licence. It is distributed across 7 repositories in GGUF, GGUF (imatrix) and MLX formats, totalling 15.2K downloads.
Specification
- Model name
- Gliese-Qwen3.5-9B-Abliterated-Caption
- Source repository
- prithivMLmods/Gliese-Qwen3.5-9B-Abliterated-Caption
- Base model
- Qwen/Qwen3.5-9B
- Publisher
- prithivMLmods
- Parameters
- 9B
- Hardware class
- 4B – 10B — single consumer GPU
- Licence
- apache-2.0
- Task
- Image text to text
- Context window
- Not documented
- Ablation scope
- Not stated by the publisher
- Formats available
- GGUF, GGUF (imatrix), MLX
- First indexed
- 10 Mar 2026
- Last updated
- 17 Jun 2026
Ablation technique
How Gliese-Qwen3.5-9B-Abliterated-Caption was modified, and what that implies.
Abliteration (directional ablation)
The single residual-stream direction that mediates refusal is identified from harmful/harmless prompt pairs and projected out of the model weights.
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 model has been re-sharded and optimized for the latest Transformers version from the base model: https://huggingface.co/huihui-ai/Huihui-Qwen3.5-9B-abliterated.”
Running it
Commands are templates — confirm the exact repository and quant file before use.
llama.cpp / GGUF
hf download prithivMLmods/Gliese-Qwen3.5-9B-Abliterated-Caption --local-dir ./gliese-qwen3.5-9b-abliterated-caption
llama-cli -m ./gliese-qwen3.5-9b-abliterated-caption/<file>.gguf -p "..."Transformers
from transformers import AutoModelForCausalLM, AutoTokenizer
repo = "prithivMLmods/Gliese-Qwen3.5-9B-Abliterated-Caption"
tok = AutoTokenizer.from_pretrained(repo)
model = AutoModelForCausalLM.from_pretrained(
repo, torch_dtype="auto", device_map="auto"
)vLLM
vllm serve prithivMLmods/Gliese-Qwen3.5-9B-Abliterated-Caption --trust-remote-codeDownloads and variants (6)
Every published repository of Gliese-Qwen3.5-9B-Abliterated-Caption, including quantised re-releases by other authors.
Security-team assessment
Derived from this model’s metadata and the publisher’s claims — not from benchmarks run by this site.
- Gliese-Qwen3.5-9B-Abliterated-Caption 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/Qwen3.5-9B, not added by ablation — at 9B 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 Qwen/Qwen3.5-9B’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 Gliese-Qwen3.5-9B-Abliterated-Caption is collected from the public Hugging Face API and the publisher’s model card. This site does not host weights, is not affiliated with prithivMLmods, and does not independently verify publisher claims. See responsible use.