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mlx-community/GLM-4.7-Flash-abliterated-mxfp8

mlx-community Glm 30B MoE second-order
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Response includes
  • classification m1
  • files 14
  • benchmarks 11 entries
  • hub_downloads_all_time 1,882
  • author_summary 207 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
155 last 30d - cooling
Likes
2
Model age
7mo ago
created 2026-03-07
Downloads over time
Now1.9K→from0↑0%
07111.4K2.1K0 on Mar 41.9K on Oct 11MarAprMayJunJulAugSepOct
Mar 4 → Oct 11 · 71 snapshots · spans 221 days

Benchmarks

Benchmark Score Source
Entertainment 1.4 UGI
Hazardous 0.6 UGI
Natural Intelligence 18.32 UGI
Political lean -10.3% UGI
Sensitive-Info 12.1 UGI
SocPol 1.5 UGI
UGI 31.4 UGI
Willingness (10) 7 UGI
W10-Adherence 7 UGI
W10-Direct 7 UGI
Writing 25.08 UGI

Genealogy 0 direct forks

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Metadata

License
mit
Languages
en zh
Tags
mlx safetensors glm4_moe_lite abliterated uncensored text-generation conversational en zh base_model:huihui-ai/Huihui-GLM-4.7-Flash-abliterated base_model:quantized:huihui-ai/Huihui-GLM-4.7-Flash-abliterated license:mit

Related

Total size
28.8 GB
Files
14
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-03-07 06:24

Files by quantization

Auxiliary files 14 files 28.8 GB
model-00004-of-00006.safetensors 4.88 GB c4d584bf download
model-00003-of-00006.safetensors 4.88 GB fa9c27f5 download
model-00005-of-00006.safetensors 4.88 GB c9769d50 download
model-00002-of-00006.safetensors 4.88 GB ce574663 download
model-00001-of-00006.safetensors 4.87 GB e2dff52e download
model-00006-of-00006.safetensors 4.36 GB 09c2057b download
tokenizer.json 19.3 MB 19e77364 download
model.safetensors.index.json 127 KB d92f54f1 download
chat_template.jinja 3.05 KB 2ab98ef0 download
.gitattributes 1.53 KB 52373fe2 download
config.json 1.33 KB b765e64b download
README.md 1007 B e065edec download
tokenizer_config.json 335 B e24efe9d download
generation_config.json 181 B 1dfa4cbf download

README current version from Hugging Face


library_name: mlx
pipeline_tag: text-generation
license: mit
language:

  • en
  • zh
    base_model: huihui-ai/Huihui-GLM-4.7-Flash-abliterated
    tags:
  • abliterated
  • uncensored
  • mlx

mlx-community/GLM-4.7-Flash-abliterated-mxfp8

This model mlx-community/GLM-4.7-Flash-abliterated-mxfp8 was
converted to MLX format from huihui-ai/Huihui-GLM-4.7-Flash-abliterated
using mlx-lm version 0.30.8.

Use with mlx

pip install mlx-lm
from mlx_lm import load, generate

model, tokenizer = load("mlx-community/GLM-4.7-Flash-abliterated-mxfp8")

prompt = "hello"

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

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. 2026-03-07Add files using upload-large-folder toola4d8e961007 B
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