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McG-221/Huihui-QwenLong-L1.5-30B-A3B-abliterated-mlx-8Bit

McG-221 31B MoE second-order
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curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/McG-221%2FHuihui-QwenLong-L1.5-30B-A3B-abliterated-mlx-8Bit"
Response includes
  • classification m1
  • files 19
  • hub_downloads_all_time 713
  • author_summary 23 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)
Refusal direction extracted via
Extraction technique

Difference-of-means

Confidence
MEDIUM
Why we say so
primary_method=M1; difference-of-means is the reference extraction for M1/M3 (Arditi 2024)
Downloads · lifetime
713
34 last 30d - cooling
Likes
1
Model age
9mo ago
created 2026-01-03
Downloads over time
Now727→from22↑3,205%
026653279822 on Dec 31, 2025727 on Oct 11Dec '25FebAprJunAugOct
Dec 31, 2025 → Oct 11 · 80 snapshots · spans 284 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
Tags
transformers safetensors qwen3_moe text-generation abliterated uncensored mlx mlx-my-repo conversational license:apache-2.0 endpoints_compatible 8-bit

Related

Total size
30.2 GB
Files
19
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-01-03 02:24

Files by quantization

Auxiliary files 19 files 30.2 GB
model-00003-of-00007.safetensors 4.93 GB d4abfd6e download
model-00004-of-00007.safetensors 4.93 GB 45f852b2 download
model-00002-of-00007.safetensors 4.93 GB b5270891 download
model-00006-of-00007.safetensors 4.93 GB 613e3d35 download
model-00005-of-00007.safetensors 4.93 GB 4c1592f2 download
model-00001-of-00007.safetensors 4.84 GB 474bcd5d download
model-00007-of-00007.safetensors 723 MB 5d027607 download
tokenizer.json 10.9 MB aeb13307 download
vocab.json 2.65 MB 4783fe10 download
merges.txt 1.59 MB 31349551 download
model.safetensors.index.json 117 KB a40e3fbf download
config.json 10.7 KB f5ab7dfd download
tokenizer_config.json 5.28 KB 1d4fba2d download
chat_template.jinja 3.95 KB 2e2f69c3 download
.gitattributes 1.53 KB 52373fe2 download
README.md 1.10 KB 96118242 download
added_tokens.json 707 B b54f9135 download
special_tokens_map.json 613 B ac23c0aa download
generation_config.json 251 B c814424e download

README current version from Hugging Face


license: apache-2.0
base_model: huihui-ai/Huihui-QwenLong-L1.5-30B-A3B-abliterated
pipeline_tag: text-generation
library_name: transformers
tags:

  • abliterated
  • uncensored
  • mlx
  • mlx-my-repo

McG-221/Huihui-QwenLong-L1.5-30B-A3B-abliterated-mlx-8Bit

The Model McG-221/Huihui-QwenLong-L1.5-30B-A3B-abliterated-mlx-8Bit was converted to MLX format from huihui-ai/Huihui-QwenLong-L1.5-30B-A3B-abliterated using mlx-lm version 0.28.3.

Use with mlx

pip install mlx-lm
from mlx_lm import load, generate

model, tokenizer = load("McG-221/Huihui-QwenLong-L1.5-30B-A3B-abliterated-mlx-8Bit")

prompt="hello"

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

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

README history 1 version

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

  1. 2026-01-03Upload README.md with huggingface_hub5fac3571.1 KB
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