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vanch007/Huihui-MiniCPM-V-4.6-abliterated-mlx-nvfp4

vanch007 992M multimodal second-order
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Response includes
  • classification m1
  • files 11
  • hub_downloads_all_time 349
  • author_summary 27 models
  • readme_text full
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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
349
37 last 30d - stable
Likes
0
Model age
5mo ago
created 2026-05-13
Downloads over time
Now355→from63↑463%
4816027238463 on May 13355 on Oct 11355 on Oct 9MayJunJulAugSepOct
May 13 → Oct 11 · 61 snapshots · spans 151 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.

huihui-ai/Huihui-MiniCPM-V-4.6-abliterated↓ 148 this lineage
vanch007/Huihui-MiniCPM-V-4.6-abliterated-mlx-nvfp4↓ 37

Variants by this author 2 formats · 106 downloads combined

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

Metadata

License
apache-2.0
Tags
mlx safetensors minicpmv4_6 minicpm-v multimodal image-text-to-text conversational base_model:huihui-ai/Huihui-MiniCPM-V-4.6-abliterated base_model:quantized:huihui-ai/Huihui-MiniCPM-V-4.6-abliterated license:apache-2.0 4-bit region:us

Related

Other by vanch007
Huihui-Qwen3.5-9B-abliterated-mlx-4bit 745 Huihui-gemma-4-26B-A4B-it-abliterated-mlx-4bit 600 Huihui-Qwen3.5-9B-abliterated-mlx-8bit 370 Huihui-Qwen3.6-35B-A3B-abliterated-mlx-4bit 300 Qwen3.5-122B-A10B-abliterated-4bit-vlm-mlx-cs2764-final 241
Same base model
mradermacher/Huihui-MiniCPM-V-4.6-abliterated-GGUF 2K mradermacher/Huihui-MiniCPM-V-4.6-abliterated-i1-GGUF 1K vanch007/Huihui-MiniCPM-V-4.6-abliterated-mlx-bf16 69 vanch007/Huihui-MiniCPM-V-4.6-abliterated-mlx-mxfp8 30
Total size
2.01 GB
Files
11
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-05-13 17:45
Source huggingface.co/vanch007/Huihui-MiniCPM-V-4.6-abliterated-mlx-nvfp4 ↗ Base model huihui-ai/Huihui-MiniCPM-V-4.6-abliterated →

Files by quantization

Auxiliary files 11 files 2.03 GB
model.safetensors 2.01 GB bc37765f download
tokenizer.json 19.1 MB 83fd10d1 download
model.safetensors.index.json 71.6 KB 3abed556 download
chat_template.jinja 7.13 KB f25b6ac3 download
config.json 2.91 KB d307148b download
.gitattributes 1.53 KB 52373fe2 download
tokenizer_config.json 1.17 KB 803b4997 download
README.md 976 B 878e9986 download
processor_config.json 860 B a886452f download
preprocessor_config.json 315 B f8619291 download
generation_config.json 214 B b80dd7cb download

README current version from Hugging Face

license: apache-2.0
pipeline_tag: image-text-to-text
tags:

  • minicpm-v
  • multimodal
  • mlx
    library_name: mlx
    base_model: huihui-ai/Huihui-MiniCPM-V-4.6-abliterated

Huihui-MiniCPM-V-4.6-abliterated-mlx-nvfp4

Converted from huihui-ai/Huihui-MiniCPM-V-4.6-abliterated
with mlx-vlm from the current main branch.

Conversion

  • Source: huihui-ai/Huihui-MiniCPM-V-4.6-abliterated
  • Format: MLX
  • Quantization: bfloat16 + nvfp4
  • Processor files: processor_config.json + preprocessor_config.json

Smoke test

  • Prompt: Describe this image in one sentence.
  • Image: 64x64 solid red PNG
  • Result: The image is entirely filled with a solid red color.

Usage

python -m mlx_vlm.generate --model vanch007/Huihui-MiniCPM-V-4.6-abliterated-mlx-nvfp4 --max-tokens 32 --temperature 0.0 --trust-remote-code --prompt "Describe this image in one sentence." --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. 2026-05-13Upload nvfp4 MLX conversionacac130976 B
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