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alexgusevski/Huihui-GLM-4.6V-Flash-abliterated-q4-mlx

alexgusevski Glm 9.4B multimodal
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curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/alexgusevski%2FHuihui-GLM-4.6V-Flash-abliterated-q4-mlx"
Response includes
  • classification m1
  • files 13
  • hub_downloads_all_time 588
  • author_summary 64 models
  • readme_text full
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What "m1" means · taxonomy
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Abliteration classifier · v1.0.0
M1
Primary method

Direct removal

No other method signals detected in this model.
Confidence
MEDIUM
Why this label 3 signals
Method inferred from partial signals - repository name, related files, or tag patterns. Producer identity not confirmed; label may sharpen or shift as we gather more evidence.
  • 'abliterated' in name/tags
  • is_gguf=0 (base model)
  • no specific method indicators - defaulting to M1 (most common)
How we label → About M1 →
Refusal direction extracted via
Extraction technique

Difference-of-means

FromArditi et al. (2024) ↗
Confidence
MEDIUM
Why we say so
primary_method=M1; difference-of-means is the reference extraction for M1/M3 (Arditi 2024)
What is a refusal direction? → Read the paper ↗
Downloads · lifetime
588
84 last 30d - stable
Likes
0
Model age
9mo ago
created 2026-01-11
Downloads over time
Now618→from28↑2,107%
022645167728 on Jan 14618 on Oct 11JanMarMayJulSep
Jan 14 → Oct 11 · 78 snapshots · spans 270 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.

zai-org/GLM-4.6V-Flash this lineage
alexgusevski/Huihui-GLM-4.6V-Flash-abliterated-q4-mlx↓ 84

Variants by this author 5 formats · 320 downloads combined

The same weights this author released in different packaging. Pick the format that matches your runtime.

Metadata

License
mit
Languages
zh en
Tags
transformers safetensors glm4v image-text-to-text abliterated uncensored mlx conversational zh en base_model:zai-org/GLM-4.6V-Flash base_model:quantized:zai-org/GLM-4.6V-Flash

Related

Other by alexgusevski
Huihui-Qwen3-VL-8B-Instruct-abliterated-q8-mlx 437 Llama-3.2-8X3B-MOE-Dark-Champion-Instruct-uncensored-abliterated-18.4B-mlx-8Bit 347 Huihui-Qwen3-VL-8B-Instruct-abliterated-q4-mlx 278 Mistral-Nemo-Inst-2407-12B-Thinking-Uncensored-HERETIC-HI-Claude-Opus-mlx-fp16 263 Llama3.3-8B-Instruct-Thinking-Heretic-Uncensored-Claude-4.5-Opus-High-Reasoning-mlx-2Bit 205
Same base model
AliBilge/Huihui-GLM-4.6V-Flash-abliterated 1K huihui-ai/Huihui-GLM-4.6V-Flash-abliterated 156 alexgusevski/Huihui-GLM-4.6V-Flash-abliterated-q2-mlx 76 alexgusevski/Huihui-GLM-4.6V-Flash-abliterated-q3-mlx 55 alexgusevski/Huihui-GLM-4.6V-Flash-abliterated-q8-mlx 55
Total size
6.59 GB
Files
13
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-01-11 15:19
Source huggingface.co/alexgusevski/Huihui-GLM-4.6V-Flash-abliterated-q4-mlx ↗ Base model zai-org/GLM-4.6V-Flash ↗

Files by quantization

Auxiliary files 13 files 6.61 GB
model-00001-of-00002.safetensors 5.00 GB 0844a058 download
model-00002-of-00002.safetensors 1.59 GB ee0c8127 download
tokenizer.json 19.0 MB f0ccf225 download
model.safetensors.index.json 115 KB ccf3e7f7 download
chat_template.jinja 4.50 KB efe6364a download
config.json 2.13 KB 5eb844eb download
processor_config.json 1.92 KB d3409e73 download
.gitattributes 1.53 KB 52373fe2 download
tokenizer_config.json 1.43 KB a60cd3e0 download
README.md 741 B acebb3e0 download
video_preprocessor_config.json 369 B cc98c707 download
preprocessor_config.json 367 B 30855369 download
generation_config.json 257 B 82aa66fe download

README current version from Hugging Face

language:

  • zh
  • en
    library_name: transformers
    license: mit
    pipeline_tag: image-text-to-text
    base_model:
  • zai-org/GLM-4.6V-Flash
    tags:
  • abliterated
  • uncensored
  • mlx

alexgusevski/Huihui-GLM-4.6V-Flash-abliterated-q4-mlx

This model was converted to MLX format from huihui-ai/Huihui-GLM-4.6V-Flash-abliterated using mlx-vlm version 0.3.10.
Refer to the original model card for more details on the model.

Use with mlx

pip install -U mlx-vlm

python -m mlx_vlm.generate --model alexgusevski/Huihui-GLM-4.6V-Flash-abliterated-q4-mlx --max-tokens 100 --temperature 0.0 --prompt "Describe this image." --image <path_to_image>

README history 1 version

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

  1. 2026-01-11Upload folder using huggingface_hub8e1de1e741 B
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