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TSZYYY/Qwen3.8-9B-heretic-uncensored-Q5_0-GGUF

TSZYYY Qwen 9B GGUF second-order 262K ctx
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Abliteration classifier · v1.0.0
M3
Primary method

Layer-wise ablation

Applied on top of direct removal inherited from the base model.
Confidence
HIGH
Inherited from base model
Why this label 2 signals
Producer identity confirmed by naming conventions, tags or the model card. This label is very unlikely to change.
  • 'heretic' in model name (Heretic-produced)
  • Heretic uses layer-wise optimization (M3) with underlying direction removal (M1)
Refusal direction extracted via
Extraction technique

Difference-of-means

Confidence
HIGH
Why we say so
name contains 'heretic'; Heretic default extraction is difference-of-means (Arditi 2024)
Downloads · lifetime
965
145 last 30d - stable
Likes
2
Model age
7w ago
created 2026-08-23
Downloads over time
Now1K→from312↑227%
2775488201.1K312 on Aug 261K on Oct 11AugSepOct
Aug 26 → Oct 11 · 47 snapshots · spans 46 days

Genealogy 0 direct forks

Full fork graph →

This model's place in the market. Above: what it was derived from. Below: the tree of everything derived from it.

Metadata

License
apache-2.0
Languages
en
Tags
transformers gguf empero-ai qwen3.5 qwen3.8 distillation reasoning function-calling sft heretic uncensored decensored

Related

Total size
5.87 GB
Files
3
Quantizations
1
Registered
2026-08-23 17:02
Last updated on HF
2026-08-23 16:31

Files by quantization

Auxiliary files 3 files 5.87 GB
qwen3.8-9b-heretic-uncensored-q5_0.gguf 5.87 GB 325e24fb download
README.md 2.09 KB 0d4de9b2 download
.gitattributes 1.56 KB f5e64c02 download

README current version from Hugging Face


license: apache-2.0
base_model: rohit267/Qwen3.8-9B-heretic-uncensored
language:

  • en
    library_name: transformers
    pipeline_tag: text-generation
    tags:
  • empero-ai
  • qwen3.5
  • qwen3.8
  • distillation
  • reasoning
  • function-calling
  • sft
  • heretic
  • uncensored
  • decensored
  • abliterated
  • reproducible
  • llama-cpp
  • gguf-my-repo

saga404/Qwen3.8-9B-heretic-uncensored-Q5_0-GGUF

This model was converted to GGUF format from rohit267/Qwen3.8-9B-heretic-uncensored using llama.cpp via the ggml.ai's GGUF-my-repo space.
Refer to the original model card for more details on the model.

Use with llama.cpp

Install llama.cpp through brew (works on Mac and Linux)

brew install llama.cpp

Invoke the llama.cpp server or the CLI.

CLI:

llama-cli --hf-repo saga404/Qwen3.8-9B-heretic-uncensored-Q5_0-GGUF --hf-file qwen3.8-9b-heretic-uncensored-q5_0.gguf -p "The meaning to life and the universe is"

Server:

llama-server --hf-repo saga404/Qwen3.8-9B-heretic-uncensored-Q5_0-GGUF --hf-file qwen3.8-9b-heretic-uncensored-q5_0.gguf -c 2048

Note: You can also use this checkpoint directly through the usage steps listed in the Llama.cpp repo as well.

Step 1: Clone llama.cpp from GitHub.

git clone https://github.com/ggerganov/llama.cpp

Step 2: Move into the llama.cpp folder and build it with LLAMA_CURL=1 flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux).

cd llama.cpp && LLAMA_CURL=1 make

Step 3: Run inference through the main binary.

./llama-cli --hf-repo saga404/Qwen3.8-9B-heretic-uncensored-Q5_0-GGUF --hf-file qwen3.8-9b-heretic-uncensored-q5_0.gguf -p "The meaning to life and the universe is"

or

./llama-server --hf-repo saga404/Qwen3.8-9B-heretic-uncensored-Q5_0-GGUF --hf-file qwen3.8-9b-heretic-uncensored-q5_0.gguf -c 2048

README history 1 version

The author's README evolved over time. Click a version to see its content at that point.

  1. 2026-08-23Duplicate from saga404/Qwen3.8-9B-heretic-uncensored-Q5_0-GGUF0b5dc1d2.1 KB
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