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nbeerbower/Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO

nbeerbower Qwen 28B multimodal second-order
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Response includes
  • classification m4
  • files 11
  • hub_downloads_all_time 75
  • author_summary 27 models
  • readme_text full
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What "m4" means · taxonomy
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Abliteration classifier · v1.0.0
M4
Primary method

Abliterate + heal

Applied on top of direct removal inherited from the base model.
Confidence
LOW
Inherited from base model
M1 Direct removal →
Why this label 2 signals
Weak or ambiguous signals. Best guess based on catalog patterns; treat as tentative and check the evidence below.
  • 'healed'/'orpo'/'dpo' in name suggests heal step after abliteration
  • M4 = abliterate + heal pipeline
How we label → About M4 →
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
75
26 last 30d - stable
Likes
1
Descendants
2
in 2 direct forks
Model age
5mo ago
created 2026-05-14
Downloads over time
Now89→from13↑585%
938679713 on May 1389 on Oct 12MayJunJulAugSepOct
May 13 → Oct 12 · 62 snapshots · spans 152 days

Genealogy 2 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.

huihui-ai/Huihui-Qwen3.6-27B-abliterated↓ 4,503 this lineage
nbeerbower/Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO↓ 26 2 forks
mradermacher/Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO-i1-GGUF↓ 986
mradermacher/Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO-GGUF↓ 792

Metadata

Tags
transformers safetensors qwen3_5 image-text-to-text merlina grimoire vision-language-model post_hoc_upload conversational base_model:huihui-ai/Huihui-Qwen3.6-27B-abliterated base_model:finetune:huihui-ai/Huihui-Qwen3.6-27B-abliterated endpoints_compatible

Related

Other by nbeerbower
Huihui-Qwen3.5-27B-abliterated-Athanorlite-ORPO-v2-GGUF 179 llama-3-spicy-abliterated-stella-8B 49 EVA-abliterated-Qwen2.5-7B 48 Qwen3-8B-abliterated-TIES 46 Huihui-Qwen3.5-9B-abliterated-Grimoire-SFT 46
Same base model
shawnw3i/Huihui-Qwen3.6-27B-abliterated-AWQ-MTP 19K mradermacher/Huihui-Qwen3.6-27B-abliterated-i1-GGUF 6K mradermacher/Huihui-Qwen3.6-27B-abliterated-GGUF 4K lhca521/Huihui-Qwen3.6-27B-abliterated-AWQ 908 Abiray/Huihui-Qwen3.6-27B-abliterated-GGUF 780
Total size
51.7 GB
Files
11
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-05-14 17:00
Source huggingface.co/nbeerbower/Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO ↗ Base model huihui-ai/Huihui-Qwen3.6-27B-abliterated →

Files by quantization

Auxiliary files 11 files 51.8 GB
model-00001-of-00002.safetensors 46.4 GB f3fe9474 download
model-00002-of-00002.safetensors 5.34 GB e39d7e5a download
tokenizer.json 19.1 MB 06b95093 download
model.safetensors.index.json 110 KB f2c9ebf4 download
chat_template.jinja 7.58 KB a8755d82 download
config.json 3.60 KB 28aa69a8 download
.gitattributes 1.53 KB 52373fe2 download
processor_config.json 1.16 KB 33818c7f download
tokenizer_config.json 1.14 KB b4acebe0 download
README.md 808 B 77ba4143 download
generation_config.json 242 B 3f6d9525 download

README current version from Hugging Face

library_name: transformers
pipeline_tag: image-text-to-text
tags:

  • merlina
  • grimoire
  • image-text-to-text
  • vision-language-model
  • post_hoc_upload
    base_model:
  • huihui-ai/Huihui-Qwen3.6-27B-abliterated

Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO

Training Configuration

Parameter Value
Training Mode POST_HOC_UPLOAD
Base Model huihui-ai/Huihui-Qwen3.6-27B-abliterated
LoRA Rank (r) 64
LoRA Alpha 64
LoRA Dropout 0.05
Target Modules k_proj, q_proj, v_proj, down_proj, o_proj, up_proj, gate_proj
GPU NVIDIA GB10

Trained with Merlina

Merlina on GitHub

README history 1 version

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

  1. 2026-05-14Add model card with training configuration4548bb3808 B
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