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

root4k/Huihui-Qwen3.8-27B-abliterated-oQ4e-fp16-mtp

root4k Qwen 27B
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/root4k%2FHuihui-Qwen3.8-27B-abliterated-oQ4e-fp16-mtp"
Response includes
  • classification m1
  • files 16
  • hub_downloads_all_time 1,707
  • author_summary 15 models
  • readme_text full
10 credits · hourly refresh · ~4 KB payload Get an API key →
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
314 last 30d - stable
Likes
2
Model age
8w ago
created 2026-08-16
Downloads over time
Now1.8K→from495↑267%
4299361.4K2K495 on Aug 191.8K on Oct 11AugSepOct
Aug 19 → Oct 11 · 48 snapshots · spans 53 days

Metadata

Tags
mlx safetensors qwen3_5 oq quantized 4-bit region:us

Related

Total size
16.7 GB
Files
16
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-08-24 20:24

Files by quantization

Auxiliary files 16 files 16.7 GB
model-00003-of-00004.safetensors 4.69 GB fb496ce5 download
model-00002-of-00004.safetensors 4.68 GB 7ba18594 download
model-00001-of-00004.safetensors 4.67 GB 6895319c download
model-00004-of-00004.safetensors 2.63 GB 1bc8695f download
tokenizer.json 12.2 MB 0997f410 download
vocab.json 6.41 MB 0aa0ce06 download
merges.txt 3.20 MB a494e019 download
model.safetensors.index.json 207 KB 46d8fde0 download
config.json 46.2 KB 8eaffa5a download
oq_imatrix_report.json 30.2 KB 76d221e1 download
tokenizer_config.json 17.5 KB 5de744b3 download
chat_template.jinja 8.74 KB c0c686f9 download
.gitattributes 1.53 KB 52373fe2 download
preprocessor_config.json 390 B 2ea84a43 download
README.md 333 B b40bbc75 download
generation_config.json 202 B 023756cf download

README current version from Hugging Face


library_name: mlx
tags:

  • mlx
  • oq
  • quantized

Huihui-Qwen3.8-27B-abliterated-oQ4e-fp16-mtp

This model was quantized using oQ (oMLX v0.6.0) mixed-precision quantization.

Quantization details

  • Model type: qwen3_5
  • Bits: 4
  • Group size: 64
  • Format: MLX safetensors

README history 2 versions

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

  1. 2026-08-24Upload Huihui-Qwen3.8-27B-abliterated-oQ4e-fp16-mtp via oMLX3748652529 B
    Loading...
  2. 2026-08-16Upload Huihui-Qwen3.8-27B-abliterated-oQ4e-fp16-mtp via oMLX1068110333 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