← back to catalog · registered 2026-08-22 13:56

nightmedia/huizimao-gpt-oss-20b-uncensored-mxfp4-q4-hi-mlx

nightmedia Gpt-oss 21B second-order
Your rig guess connected
? Why do I need an app?
Reading your rig…

This is a rough estimate. Install the free app - we'll show exact numbers.

Reading real hardware from your app right now. Numbers below are exact.

Below is the per-quantization compatibility for this model.

curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/nightmedia%2Fhuizimao-gpt-oss-20b-uncensored-mxfp4-q4-hi-mlx"
Response includes
  • classification m-uncensored
  • files 12
  • hub_downloads_all_time 3,460
  • author_summary 51 models
  • readme_text full
10 credits · hourly refresh · ~4 KB payload Get an API key →
Abliteration classifier · v1.0.0
M-U
Primary method

Uncensored (method unknown)

No other method signals detected in this model.
Confidence
LOW
Why this label 3 signals
Weak or ambiguous signals. Best guess based on catalog patterns; treat as tentative and check the evidence below.
  • 'uncensored' in name/tags but no 'abliterated' marker
  • method not identifiable from author declaration alone
  • may be DPO fine-tune, prompt engineering, or unknown technique
Refusal direction extraction

No specific extraction method could be identified for this model. The producer either did not document it or used a proprietary pipeline.

What is a refusal direction? →
Downloads · lifetime
3K
302 last 30d - cooling
Likes
1
Model age
14mo ago
created 2025-08-10
Downloads over time
Now3.6K→from246↑1,346%
811.3K2.6K3.9K246 on Aug 13, 20253.6K on Oct 11Aug '25Oct '25Dec '25FebAprJunAugOct
Aug 13, 2025 → Oct 11 · 100 snapshots · spans 424 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
mlx safetensors gpt_oss text-generation conversational base_model:huizimao/gpt-oss-20b-uncensored-mxfp4 base_model:quantized:huizimao/gpt-oss-20b-uncensored-mxfp4 license:apache-2.0 4-bit region:us

Related

Total size
12.2 GB
Files
12
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2025-08-10 12:09

Files by quantization

Auxiliary files 12 files 12.2 GB
model-00001-of-00003.safetensors 4.98 GB 33b45174 download
model-00002-of-00003.safetensors 4.97 GB e6fefadc download
model-00003-of-00003.safetensors 2.24 GB c60199e8 download
tokenizer.json 26.6 MB 0614fe83 download
model.safetensors.index.json 71.9 KB 8c692ec0 download
tokenizer_config.json 21.7 KB fd04a97f download
chat_template.jinja 14.8 KB cbd1fefe download
config.json 1.92 KB eefee340 download
.gitattributes 1.53 KB 52373fe2 download
README.md 998 B 6e92a816 download
special_tokens_map.json 446 B 6fba1875 download
generation_config.json 160 B 729cb147 download

README current version from Hugging Face


license: apache-2.0
base_model: huizimao/gpt-oss-20b-uncensored-mxfp4
library_name: mlx
tags:

  • mlx
    pipeline_tag: text-generation

huizimao-gpt-oss-20b-uncensored-mxfp4-q4-hi-mlx

This model contains config and template fixes by Unsloth

This model huizimao-gpt-oss-20b-uncensored-mxfp4-q4-hi-mlx was
converted to MLX format from huizimao/gpt-oss-20b-uncensored-mxfp4
using mlx-lm version 0.26.3.

Use with mlx

pip install mlx-lm
from mlx_lm import load, generate

model, tokenizer = load("huizimao-gpt-oss-20b-uncensored-mxfp4-q4-hi-mlx")

prompt = "hello"

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

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

README history 2 versions

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

  1. 2025-08-10Update README.md0a73f84998 B
    Loading...
  2. 2025-08-10Add files using upload-large-folder tool02d473c940 B
    Loading...
Catalog is the map. Apps are the tools.

Run models on your own machine, not in the cloud.

Every model page has an "Open in Abliteration" button that hands the model directly to the first-party desktop client, at the quantization your rig can actually run. No API keys, no subscription, no prompt leakage.

Open in Abliteration