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Bojun-Feng/Qwen3.8-27B-Heretic-ARA-Uncensored-llamafile

Bojun-Feng 27B GGUF second-order
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Response includes
  • classification m3
  • files 13
  • hub_downloads_all_time 216
  • author_summary 11 models
  • readme_text full
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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
216
Likes
0
Model age
6w ago
created 2026-09-10
Downloads over time
Now416→from107↑289%
92210328447107 on Sep 12416 on Oct 27SepOct
Sep 12 → Oct 27 · 46 snapshots · spans 45 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
llamafile gguf qwen3.8 text-generation en base_model:trohrbaugh/Qwen3.8-27B-heretic-ara base_model:finetune:trohrbaugh/Qwen3.8-27B-heretic-ara license:apache-2.0 region:us

Related

Total size
0 B
Files
13
Quantizations
1
Registered
2026-09-12 09:55
Last updated on HF
2026-09-12 10:20

Files by quantization

Auxiliary files 13 files 96.0 GB
Qwen3.8-27B-heretic-ara.Q8_0.llamafile 27.4 GB 988fde19 download
Qwen3.8-27B-heretic-ara.Q6_K.llamafile 21.2 GB 08b43111 download
Qwen3.8-27B-heretic-ara.Q5_K_M.llamafile 18.5 GB 31a653a6 download
Qwen3.8-27B-heretic-ara.Q4_K_M.llamafile 16.0 GB 3d5212c7 download
Qwen3.8-27B-heretic-ara.Q3_K_M.llamafile 12.9 GB f5eceb17 download
LICENSE 11.3 KB f938136e download
manifest.json 7.20 KB bb601164 download
README.md 3.59 KB dce069fe download
PROVENANCE.json 1.75 KB ce776070 download
LICENSE.llamafile 583 B 7661d5fd download
SHA256SUMS 531 B 983f5d7d download
BUILDINFO.json 328 B 13c83a05 download
.gitattributes 48.0 B 9da5eb2f download

README current version from Hugging Face


license: apache-2.0
pipeline_tag: text-generation
base_model: trohrbaugh/Qwen3.8-27B-heretic-ara
tags:

  • llamafile
  • gguf
  • qwen3.8
    language:
  • en

LlamaFile

I am not the original creator of llamafile, all credit of llamafile goes to Jartine:

jartine's LLM work is generously supported by a grant from mozilla


Trohrbaugh Heretic ARA GGUF - llamafile

Run LLMs locally with a single file

Download a file and run it. Llamafile combines llama.cpp with Cosmopolitan Libc in a single executable.

How to use

  1. Download the llamafile.

  2. Open a Linux terminal.

  3. Grant execute permission.

chmod +x Qwen3.8-27B-heretic-ara.Q4_K_M.llamafile
  1. Run a text prompt with thinking disabled.
prompt='<|im_start|>user
What is the capital of France? Answer with only the city name.<|im_end|>
<|im_start|>assistant
<think>

</think>

'
/bin/sh Qwen3.8-27B-heretic-ara.Q4_K_M.llamafile \
  --cli --no-display-prompt --no-conversation --log-file /dev/null \
  -ngl 999 -c 512 -n 64 --temp 0 -p "$prompt"
  1. Press Control-C to stop generation.

Settings for Trohrbaugh Heretic ARA GGUF Llamafiles

  • Model creator: trohrbaugh
  • Original model: trohrbaugh/Qwen3.8-27B-heretic-ara
  • Quantized GGUF files used: mradermacher/Qwen3.8-27B-heretic-ara-GGUF
    • Commit hash f69c978f262c983cb312395d18bbce340260e89f
    • Commit message: auto-patch README.md
  • Llamafile version: 0.10.5, mozilla-ai/llamafile
    • Commit hash 486e6c5f9356eae50b851b07517bfae1f2420193
    • Commit message: docs(support): document the Vulkan GPU backend (#1029) (#1033)
  • Quantizations: Q3_K_M, Q4_K_M, Q5_K_M, Q6_K, Q8_0.
  • Validation: Linux text generation; details in validation/.
  • Vision: text GGUF; upstream projector files remain separate.
  • MTP: source tensors retained; validation uses standard decoding.
  • .args contents:
-m
Qwen3.8-27B-heretic-ara.Q4_K_M.gguf
...

(Following is original model card for Trohrbaugh Heretic ARA GGUF)


Excerpt from the original GGUF source card: mradermacher/Qwen3.8-27B-heretic-ara-GGUF.

static quants of https://huggingface.co/trohrbaugh/Qwen3.8-27B-heretic-ara

README history 4 versions

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

  1. 2026-09-12Use Ultra Heretic name in variant links201498b8.9 KB
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  2. 2026-09-12Remove Best Overall recommendation label2b3a4bf8.9 KB
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  3. 2026-09-12Apply approved README layout and comparison chart5d247398.9 KB
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  4. 2026-09-10Upload README.md with huggingface_hub4104e0d3.6 KB
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