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summykai/gemma3-27b-abliterated-dpo

summykai Gemma 27B multimodal second-order
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Response includes
  • classification m4
  • files 25
  • benchmarks 11 entries
  • hub_downloads_all_time 1,736
  • providers 1
  • author_summary 1 models
  • readme_text full
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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
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
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.

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Downloads · lifetime
2K
38 last 30d - cooling
Likes
14
Descendants
9
in 9 direct forks
Model age
18mo ago
created 2025-04-04
Available via
1 provider
featherless-ai

Training datasets

1 of 1 in /datasets

Corpora the author lists in the model card. Datasets tracked in our /datasets catalog carry a category badge linking to the workflow stage. Others open on Hugging Face.

Downloads over time
Now1.8K→from33↑5,224%
06431.3K1.9K33 on Apr 2, 20251.8K on Oct 111.8K on Oct 10Apr '25Jul '25Oct '25JanAprJulOct
Apr 2, 2025 → Oct 11 · 119 snapshots · spans 557 days

Benchmarks

Benchmark Score Source
Entertainment 1.5 UGI
Hazardous 2.4 UGI
Natural Intelligence 29.8 UGI
Political lean -8.7% UGI
Sensitive-Info 18.88 UGI
SocPol 2 UGI
UGI 41.75 UGI
Willingness (10) 8.8 UGI
W10-Adherence 7.5 UGI
W10-Direct 10 UGI
Writing 36.18 UGI

Genealogy 9 direct forks

Full fork graph →

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Metadata

License
gemma
Languages
en
Tags
transformers safetensors gemma3 image-text-to-text text-generation-inference unsloth conversational en dataset:mlabonne/orpo-dpo-mix-40k base_model:mlabonne/gemma-3-27b-it-abliterated base_model:finetune:mlabonne/gemma-3-27b-it-abliterated license:gemma

Related

Total size
51.1 GB
Files
25
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2025-04-08 07:14

Files by quantization

Auxiliary files 25 files 51.1 GB
model-00004-of-00012.safetensors 4.61 GB d930ce4c download
model-00005-of-00012.safetensors 4.61 GB 9ecaf8fa download
model-00006-of-00012.safetensors 4.61 GB 032ef583 download
model-00007-of-00012.safetensors 4.61 GB 98e92d3e download
model-00008-of-00012.safetensors 4.61 GB 0253f845 download
model-00009-of-00012.safetensors 4.61 GB 5cfde30f download
model-00010-of-00012.safetensors 4.61 GB 55288666 download
model-00011-of-00012.safetensors 4.61 GB a1228266 download
model-00003-of-00012.safetensors 4.61 GB a3c6b831 download
model-00002-of-00012.safetensors 4.61 GB 47d34873 download
model-00001-of-00012.safetensors 4.52 GB 6b72a7c6 download
model-00012-of-00012.safetensors 441 MB c9a96297 download
tokenizer.json 31.8 MB 4667f208 download
tokenizer.model 4.47 MB 1299c11d download
tokenizer_config.json 1.10 MB 7d4aa370 download
model.safetensors.index.json 124 KB 23479641 download
chat_template.json 1.58 KB 719b0cd0 download
config.json 1.58 KB db6741e5 download
.gitattributes 1.53 KB 52373fe2 download
special_tokens_map.json 662 B 1a619324 download
README.md 629 B 9f92a1f6 download
preprocessor_config.json 570 B b1e00fc1 download
generation_config.json 210 B b777185b download
processor_config.json 70.0 B 453c7966 download
added_tokens.json 35.0 B e17bde03 download

README current version from Hugging Face


base_model: mlabonne/gemma-3-27b-it-abliterated
tags:

  • text-generation-inference
  • transformers
  • unsloth
  • gemma3
    license: gemma
    language:
  • en
    datasets:
  • mlabonne/orpo-dpo-mix-40k

Uploaded finetuned model

  • Developed by: Summykai
  • License: apache-2.0
  • Finetuned from model : mlabonne/gemma-3-27b-it-abliterated

This gemma3 model was trained 2x faster with Unsloth and Huggingface's TRL library.

README history 3 versions

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

  1. 2025-04-05Update README.md03db7d2629 B
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  2. 2025-04-04Unsloth Model Carde313497597 B
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  3. 2025-04-04initial commit157b2a523 B
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