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AITRADER/Huihui-Qwen3-Coder-Next-abliterated-mlx-8Bit

AITRADER Qwen 80B second-order
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curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/AITRADER%2FHuihui-Qwen3-Coder-Next-abliterated-mlx-8Bit"
Response includes
  • classification m1
  • files 31
  • hub_downloads_all_time 2,332
  • author_summary 30 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
2K
251 last 30d - stable
Likes
1
Model age
7mo ago
created 2026-02-14
Downloads over time
Now2.4K→from305↑699%
1981K1.8K2.7K305 on Feb 182.4K on Oct 11FebAprJunAugOct
Feb 18 → Oct 11 · 73 snapshots · spans 235 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_next text-generation abliterated uncensored mlx mlx-my-repo conversational base_model:huihui-ai/Huihui-Qwen3-Coder-Next-abliterated base_model:quantized:huihui-ai/Huihui-Qwen3-Coder-Next-abliterated license:apache-2.0

Related

Total size
78.8 GB
Files
31
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-02-14 18:08

Files by quantization

Auxiliary files 31 files 78.9 GB
model-00013-of-00017.safetensors 4.89 GB d6dc43b3 download
model-00005-of-00017.safetensors 4.89 GB 9431c06d download
model-00009-of-00017.safetensors 4.89 GB 524dbf5d download
model-00012-of-00017.safetensors 4.89 GB abaa534b download
model-00015-of-00017.safetensors 4.89 GB b8b834d6 download
model-00014-of-00017.safetensors 4.89 GB 5a795229 download
model-00011-of-00017.safetensors 4.89 GB a19490ab download
model-00004-of-00017.safetensors 4.89 GB ddb55f4d download
model-00016-of-00017.safetensors 4.89 GB 1759b560 download
model-00006-of-00017.safetensors 4.89 GB d33f6d9c download
model-00008-of-00017.safetensors 4.89 GB e5a2fd25 download
model-00010-of-00017.safetensors 4.89 GB e82b1619 download
model-00007-of-00017.safetensors 4.89 GB 209de171 download
model-00002-of-00017.safetensors 4.89 GB aa8c923f download
model-00003-of-00017.safetensors 4.89 GB a50789c1 download
model-00001-of-00017.safetensors 4.67 GB 5b5b67c9 download
model-00017-of-00017.safetensors 862 MB a8224503 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 169 KB 74a7babd download
qwen3coder_tool_parser_vllm.py 30.9 KB 9914977e download
config.json 22.9 KB 324ca7a1 download
qwen3_coder_detector_sgl.py 19.4 KB 9dd77903 download
chat_template.jinja 5.93 KB 1ac848e3 download
tokenizer_config.json 5.28 KB 0574f0fc download
.gitattributes 1.53 KB 52373fe2 download
README.md 1.15 KB a5a1db4a download
added_tokens.json 707 B b54f9135 download
special_tokens_map.json 613 B ac23c0aa download
generation_config.json 192 B ba44a1bc download

README current version from Hugging Face


library_name: transformers
license: apache-2.0
license_link: https://huggingface.co/Qwen/Qwen3-Coder-Next/blob/main/LICENSE
pipeline_tag: text-generation
base_model: huihui-ai/Huihui-Qwen3-Coder-Next-abliterated
tags:

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

AITRADER/Huihui-Qwen3-Coder-Next-abliterated-mlx-8Bit

The Model AITRADER/Huihui-Qwen3-Coder-Next-abliterated-mlx-8Bit was converted to MLX format from huihui-ai/Huihui-Qwen3-Coder-Next-abliterated using mlx-lm version 0.29.1.

Use with mlx

pip install mlx-lm
from mlx_lm import load, generate

model, tokenizer = load("AITRADER/Huihui-Qwen3-Coder-Next-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. 2026-02-14Upload README.md with huggingface_hub8ea48bd1.1 KB
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