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nightmedia/Qwen3-VL-8B-GLM-4.7-Flash-Heretic-Uncensored-Thinking-qx86-hi-mlx

nightmedia Glm 1.7B multimodal second-order
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Response includes
  • classification m3
  • files 16
  • hub_downloads_all_time 1,047
  • author_summary 51 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
1K
36 last 30d - cooling
Likes
2
Model age
8mo ago
created 2026-01-30

Training datasets

Corpora the author lists in the model card. Datasets tracked in our /datasets catalog carry a category badge linking to the workflow stage. Others open on Hugging Face.

Downloads over time
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Jan 28 → Oct 11 · 76 snapshots · spans 256 days

Genealogy 0 direct forks

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Metadata

License
apache-2.0
Languages
en zh
Tags
transformers safetensors qwen3_vl image-text-to-text GLM 4.7 Flash distill unsloth thinking reasoning heretic uncensored abliterated deep reasoning

Related

Total size
7.92 GB
Files
16
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-01-30 14:24

Files by quantization

Auxiliary files 16 files 7.93 GB
model-00001-of-00002.safetensors 4.97 GB 5293dcfa download
model-00002-of-00002.safetensors 2.95 GB 495c0659 download
tokenizer.json 10.9 MB 05d47c87 download
vocab.json 2.65 MB 4783fe10 download
model.safetensors.index.json 119 KB 4fcc368e download
config.json 62.5 KB bc1a47c3 download
chat_template.jinja 5.17 KB 12438680 download
processor_config.json 1.88 KB fdc6f993 download
README.md 1.60 KB 9245e486 download
.gitattributes 1.53 KB 52373fe2 download
tokenizer_config.json 1.04 KB d5f8164a download
video_preprocessor_config.json 858 B 8deea1de download
preprocessor_config.json 821 B b7d11200 download
added_tokens.json 735 B 6f359db5 download
special_tokens_map.json 644 B 3a784031 download
generation_config.json 226 B b462d0ad download

README current version from Hugging Face


language:

  • en
  • zh
    license: apache-2.0
    tags:
  • GLM 4.7 Flash distill
  • unsloth
  • thinking
  • reasoning
  • heretic
  • uncensored
  • abliterated
  • thinking
  • reasoning
  • deep reasoning
  • fine tune
  • creative
  • creative writing
  • fiction writing
  • plot generation
  • sub-plot generation
  • fiction writing
  • story generation
  • scene continue
  • storytelling
  • fiction story
  • science fiction
  • romance
  • all genres
  • story
  • writing
  • vivid prosing
  • vivid writing
  • fiction
  • roleplaying
  • bfloat16
  • swearing
  • rp
  • horror
  • r rated
  • x rated
  • all use cases
  • not-for-all-audiences
    library_name: transformers
    pipeline_tag: image-text-to-text
    datasets:
  • TeichAI/glm-4.7-2000x
    base_model:
  • coder3101/Qwen3-VL-8B-Instruct-heretic
  • DavidAU/Qwen3-VL-8B-GLM-4.7-Flash-Heretic-Uncensored-Thinking

Qwen3-VL-8B-GLM-4.7-Flash-Heretic-Uncensored-Thinking-qx86-hi-mlx

Brainwaves

          arc   arc/e boolq hswag obkqa piqa  wino
qx86-hi   0.572,0.767,0.846,0.716,0.406,0.798,0.679

Qwen3-VL-8B-Instruct-heretic
qx86-hi   0.437,0.583,0.874,0.526,0.412,0.742,0.583
Qwen3-VL-8B-Instruct
qx86-hi   0.455,0.596,0.872,0.543,0.424,0.736,0.593

Use with mlx

pip install mlx-lm
from mlx_lm import load, generate

model, tokenizer = load("Qwen3-VL-8B-GLM-4.7-Flash-Heretic-Uncensored-Thinking-qx86-hi-mlx")

prompt = "hello"

if tokenizer.chat_template is not None:
    messages = [{"role": "user", "content": prompt}]
    prompt = tokenizer.apply_chat_template(
        messages, add_generation_prompt=True, return_dict=False,
    )

response = generate(model, tokenizer, prompt=prompt, verbose=True)

README history 3 versions

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

  1. 2026-01-30Update README.md91057671.6 KB
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  2. 2026-01-30Update README.md134e4dd803 B
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  3. 2026-01-30Add files using upload-large-folder tool60d6e4a567 B
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