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mlx-community/Huihui-GLM-4.5V-abliterated-5bit

mlx-community Glm MoE multimodal
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curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/mlx-community%2FHuihui-GLM-4.5V-abliterated-5bit"
Response includes
  • classification m1
  • files 26
  • benchmarks 5 entries
  • hub_downloads_all_time 1,012
  • author_summary 207 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
1K
57 last 30d - cooling
Likes
0
Model age
13mo ago
created 2025-09-04
Downloads over time
Now1K→from94↑1,005%
474097711.1K94 on Sep 3, 20251K on Oct 11Sep '25Nov '25JanMarMayJulSep
Sep 3, 2025 → Oct 11 · 97 snapshots · spans 403 days

Benchmarks

Portrait before abliteration
Benchmarks of the base model as it stood before the refusal-removal operation. Compare with the numbers above to see what the operation cost.
Benchmark Score Source
Arena-Battles 1304 LM-Arena
LM Arena Elo 1328.0078804015486 LM-Arena
Arena-Elo-Lower 1311.96193218924 LM-Arena
Arena-Elo-Upper 1344.0538286138574 LM-Arena
Arena-Rank 49 LM-Arena

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-4.5V this lineage
mlx-community/Huihui-GLM-4.5V-abliterated-5bit↓ 57

Metadata

License
mit
Languages
zh en
Tags
transformers safetensors glm4v_moe image-text-to-text abliterated uncensored mlx conversational zh en base_model:zai-org/GLM-4.5V base_model:quantized:zai-org/GLM-4.5V

Related

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Qwen3.8-27B-Uncensored-OptiQ-4bit 16K Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking-8bit 7K Qwen3.8-Flash-Next-Uncensored-oQ5e-mtp 5K Josiefied-Qwen3-4B-abliterated-v1-4bit 4K Huihui-Qwen3.6-35B-A3B-Claude-4.7-Opus-abliterated-mlx-8bit 4K
Same base model
mlx-community/Huihui-GLM-4.5V-abliterated-mxfp4 134 mlx-community/GLM-4.5V-abliterated-4bit 68 mlx-community/GLM-4.5V-abliterated-8bit 63
Total size
70.0 GB
Files
26
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2025-09-04 03:39
Source huggingface.co/mlx-community/Huihui-GLM-4.5V-abliterated-5bit ↗ Base model zai-org/GLM-4.5V ↗

Files by quantization

Auxiliary files 26 files 70.1 GB
model-00010-of-00015.safetensors 5.00 GB 6200bf4c download
model-00003-of-00015.safetensors 5.00 GB ca74eb0e download
model-00012-of-00015.safetensors 5.00 GB ab86514b download
model-00005-of-00015.safetensors 5.00 GB e6254000 download
model-00011-of-00015.safetensors 4.99 GB 2822007a download
model-00004-of-00015.safetensors 4.99 GB 4cbbb2da download
model-00009-of-00015.safetensors 4.98 GB 078642a6 download
model-00002-of-00015.safetensors 4.98 GB 87d40f97 download
model-00008-of-00015.safetensors 4.97 GB 52d2dd0a download
model-00007-of-00015.safetensors 4.97 GB b0742b67 download
model-00014-of-00015.safetensors 4.97 GB 952d55d1 download
model-00001-of-00015.safetensors 4.67 GB 84a89b51 download
model-00006-of-00015.safetensors 4.58 GB b21f99d0 download
model-00013-of-00015.safetensors 4.58 GB ea3704a7 download
model-00015-of-00015.safetensors 1.35 GB 2642f3ba download
tokenizer.json 19.0 MB bda8e214 download
model.safetensors.index.json 1.83 MB e3b7372b download
tokenizer_config.json 7.18 KB 31ceab70 download
chat_template.jinja 3.77 KB 1f6c375e download
config.json 2.28 KB 51b61521 download
.gitattributes 1.53 KB 52373fe2 download
video_preprocessor_config.json 862 B 94dec859 download
special_tokens_map.json 802 B 9028cf84 download
README.md 708 B ada02cdd download
preprocessor_config.json 521 B 5837b805 download
generation_config.json 234 B 6406f555 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-4.5V
    tags:
  • abliterated
  • uncensored
  • mlx

mlx-community/Huihui-GLM-4.5V-abliterated-5bit

This model was converted to MLX format from huihui-ai/Huihui-GLM-4.5V-abliterated using mlx-vlm version 0.3.3.
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 mlx-community/Huihui-GLM-4.5V-abliterated-5bit --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. 2025-09-04Upload folder using huggingface_hube56033b708 B
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