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Shiftedx/qwen3.8-27b-aeon-ultimate-uncensored-mxfp8-text-mlx

Shiftedx Qwen 27B second-order
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Response includes
  • classification m1
  • files 24
  • hub_downloads_all_time 1,074
  • author_summary 24 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
1K
193 last 30d - stable
Likes
0
Model age
7w ago
created 2026-08-16
Downloads over time
Now1.2K→from597↑93%
5697839961.2K597 on Aug 191.2K on Oct 11AugSepOct
Aug 19 → Oct 11 · 48 snapshots · spans 53 days

Genealogy 0 direct forks

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Metadata

License
apache-2.0
Tags
mlx safetensors qwen3_5 mxfp8 qwen3.5 qwen3.8 abliterated experimental text-generation conversational base_model:AEON-7/Qwen3.8-27B-AEON-ULTIMATE-UNCENSORED-BF16 base_model:quantized:AEON-7/Qwen3.8-27B-AEON-ULTIMATE-UNCENSORED-BF16

Related

Total size
25.8 GB
Files
24
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-08-16 17:35

Files by quantization

Auxiliary files 24 files 25.9 GB
model-00003-of-00014.safetensors 2.00 GB 3f8e13aa download
model-00005-of-00014.safetensors 1.99 GB c2256c08 download
model-00009-of-00014.safetensors 1.98 GB f3c7d477 download
model-00002-of-00014.safetensors 1.98 GB 9812a26a download
model-00007-of-00014.safetensors 1.98 GB 03b36101 download
model-00004-of-00014.safetensors 1.97 GB 184c53e4 download
model-00008-of-00014.safetensors 1.97 GB 06f039c0 download
model-00010-of-00014.safetensors 1.95 GB c0190370 download
model-00001-of-00014.safetensors 1.94 GB 5629a3f9 download
model-00006-of-00014.safetensors 1.94 GB 7b5d40d4 download
model-00014-of-00014.safetensors 1.91 GB 7270fa4b download
model-00012-of-00014.safetensors 1.59 GB 972e62ba download
model-00011-of-00014.safetensors 1.42 GB 99be4031 download
model-00013-of-00014.safetensors 1.22 GB c89b7697 download
tokenizer.json 19.1 MB 6f32ce20 download
model.safetensors.index.json 130 KB 2b827bc1 download
chat_template.jinja 8.74 KB c0c686f9 download
RELEASE_MANIFEST.json 3.71 KB d953b023 download
config.json 3.66 KB 77ace664 download
README.md 1.97 KB 0bd4e032 download
SHA256SUMS 1.93 KB 998f6bf8 download
.gitattributes 1.53 KB 52373fe2 download
tokenizer_config.json 1.10 KB d1a20cc3 download
generation_config.json 214 B 3f25ead4 download

README current version from Hugging Face


license: apache-2.0
base_model:

  • AEON-7/Qwen3.8-27B-AEON-ULTIMATE-UNCENSORED-BF16
    base_model_relation: quantized
    library_name: mlx
    pipeline_tag: text-generation
    tags:
  • mlx
  • mxfp8
  • qwen3.5
  • qwen3.8
  • abliterated
  • experimental

qwen3.8-27b-aeon-ultimate-uncensored-mxfp8-text-mlx

Independent MXFP8 MLX conversion of
AEON-7/Qwen3.8-27B-AEON-ULTIMATE-UNCENSORED-BF16, pinned at a6775a9a8ebb65cab3f707b4ab087fc7aa698634.
This is a community conversion, not an official AEON-7 or Qwen release.

Format

  • Language quantization: MXFP8, 8-bit, group size 32
  • Language-only compatibility package; vision weights intentionally omitted
  • Indexed artifact size: 25.85 GiB
  • Architecture: dense Qwen3.5-family hybrid attention/GDN, 64 language layers
  • Configured context: 262,144 tokens (not exhaustively qualified here)
  • Tokenizer, chat template, processor metadata, and Apache-2.0 lineage preserved

This standard MLX artifact deliberately contains no MTP sidecar or active MTP metadata.

Qualification and limitations

  • Pinned source metadata and all safetensors headers were checked.
  • Quantization used the fixture-matched Qwen3.5 streaming adapter from MLX-LM 0.31.3.
  • MXFP4 and MXFP8 were each produced directly from the same BF16 parent.
  • Structural inspection and strict local load are required release gates.

This is an experimental quantization of an abliterated, intentionally unaligned
checkpoint. Quantization does not restore safety alignment. The source publisher
warns that the model can produce unsafe or illegal material and places downstream
safety and legal responsibility on operators. Review the
source model card before use and add access
controls, logging, moderation, and human review appropriate to your deployment.

Basic use

python -m mlx_lm generate --model <repo-or-path> --prompt "Hello" --max-tokens 256

README history 1 version

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

  1. 2026-08-16Add files using upload-large-folder toolc067e602 KB
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