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

llmfan46/Omega-Evolution-27B-v2.2-ultra-uncensored-heretic

llmfan46 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/llmfan46%2FOmega-Evolution-27B-v2.2-ultra-uncensored-heretic"
Response includes
  • classification m3
  • files 10
  • hub_downloads_all_time 160
  • author_summary 211 models
  • readme_text full
Try next
GET/models?author=llmfan46
All 211 models by llmfan46
 GET/methods/m3
What "m3" means · taxonomy
10 credits · hourly refresh · ~4 KB payload Get an API key →
Abliteration classifier · v1.0.0
M3
Primary method

Layer-wise ablation

Applied on top of direct removal inherited from the base model.
Confidence
HIGH
Inherited from base model
M1 Direct removal →
Why this label 2 signals
Producer identity confirmed by naming conventions, tags or the model card. This label is very unlikely to change.
  • 'heretic' in model name (Heretic-produced)
  • Heretic uses layer-wise optimization (M3) with underlying direction removal (M1)
How we label → About M3 →
Refusal direction extracted via
Extraction technique

Difference-of-means

FromArditi et al. (2024) ↗
Confidence
HIGH
Why we say so
name contains 'heretic'; Heretic default extraction is difference-of-means (Arditi 2024)
What is a refusal direction? → Read the paper ↗
Downloads · lifetime
160
20 last 30d - stable
Likes
0
Descendants
3
in 3 direct forks
Model age
5mo ago
created 2026-04-15
Downloads over time
Now166→from107↑55%
104127149172107 on Apr 15166 on Oct 11166 on Oct 9AprMayJunJulAugSepOct
Apr 15 → Oct 11 · 65 snapshots · spans 179 days

Genealogy 3 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.

ReadyArt/Omega-Evolution-27B-v2.2 this lineage
llmfan46/Omega-Evolution-27B-v2.2-ultra-uncensored-heretic↓ 20 3 forks
mradermacher/Omega-Evolution-27B-v2.2-ultra-uncensored-heretic-GGUF↓ 663
mradermacher/Omega-Evolution-27B-v2.2-ultra-uncensored-heretic-i1-GGUF↓ 460
llmfan46/Omega-Evolution-27B-v2.2-ultra-uncensored-heretic-GGUF↓ 329

Variants by this author 2 formats · 349 downloads combined

The same weights this author released in different packaging. Pick the format that matches your runtime.

Metadata

License
apache-2.0
Tags
safetensors qwen3_5 nsfw explicit roleplay unaligned dangerous ERP Other License heretic uncensored decensored

Related

Other by llmfan46
gemma-4-Ortenzya-The-Creative-Wordsmith-31B-it-uncensored-heretic-GGUF 314K gemma-4-31B-it-uncensored-heretic-GGUF 79K gemma-4-E4B-it-ultra-uncensored-heretic-GGUF 69K gemma-4-12B-coder-fable5-composer2.5-v1-uncensored-heretic-GGUF 31K Qwen3.6-35B-A3B-uncensored-heretic-Native-MTP-Preserved-GGUF 31K
Total size
51.0 GB
Files
10
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-04-16 10:24
Source huggingface.co/llmfan46/Omega-Evolution-27B-v2.2-ultra-uncensored-heretic ↗ Base model ReadyArt/Omega-Evolution-27B-v2.2 ↗

Files by quantization

Auxiliary files 10 files 51.0 GB
model-00001-of-00002.safetensors 46.4 GB 893e8e86 download
model-00002-of-00002.safetensors 4.55 GB a0432e15 download
tokenizer.json 19.1 MB 639e352c download
model.safetensors.index.json 110 KB 4fac7fd7 download
README.md 31.6 KB b4cccb27 download
chat_template.jinja 7.83 KB 1e6f3b77 download
config.json 3.69 KB 40eca071 download
.gitattributes 1.53 KB 52373fe2 download
tokenizer_config.json 1.14 KB 81144f40 download
generation_config.json 226 B 7c8bef13 download

README current version from Hugging Face

base_model:

  • ReadyArt/Omega-Evolution-27B-v2.2
    base_model_relation: finetune
    tags:
  • nsfw
  • explicit
  • roleplay
  • unaligned
  • dangerous
  • ERP
  • Other License
  • heretic
  • uncensored
  • decensored
  • abliterated
  • ara
  • conversational
    license: apache-2.0

🚨⚠️ I HAVE REACHED HUGGING FACE'S FREE STORAGE LIMIT ⚠️🚨

I can no longer upload new models unless I can cover the cost of additional storage.
I host 70+ free models as an independent contributor and this work is unpaid.
Without your support, no more new models can be uploaded.

🎉 Patreon (Monthly)  |  ☕ Ko-fi (One-time)

Every contribution goes directly toward Hugging Face storage fees to keep models free for everyone.

98% fewer refusals (2/100 Uncensored vs 83/100 Original) while preserving model quality (0.0576 KL divergence).

❤️ Support My Work

Creating these models takes significant time, work and compute. If you find them useful consider supporting me:

image/png

Platform Link What you get
🎉 Patreon Monthly support Priority model requests
☕ Ko-fi One-time tip My eternal gratitude

Your help will motivate me and would go into further improving my workflow and coverings fees for storage, compute and may even help uncensoring bigger model with rental Cloud GPUs.

This is a decensored version of ReadyArt/Omega-Evolution-27B-v2.2, made using Heretic v1.2.0 with the Arbitrary-Rank Ablation (ARA) method

Abliteration parameters

Parameter Value
start_layer_index 32
end_layer_index 34
preserve_good_behavior_weight 0.7547
steer_bad_behavior_weight 0.0008
overcorrect_relative_weight 1.1970
neighbor_count 8

Targeted components

  • attn.o_proj
  • attn.out_proj

Performance

Metric This model Original model (Omega-Evolution-27B-v2.2)
KL divergence 0.0576 0 (by definition)
Refusals ✅ 2/100 ❌ 83/100

Lower refusals indicate fewer content restrictions, while lower KL divergence indicates more closeness to the original model's baseline. Higher refusals cause more rejections, objections, pushbacks, lecturing, censorship, softening and deflections.

MMLU test results:

Original:

Tasks Version Filter n-shot Metric Value Stderr
mmlu 2 none acc ↑ 0.8524 ± 0.0029
- humanities 2 none acc ↑ 0.8004 ± 0.0057
- formal_logic 1 none 0 acc ↑ 0.7460 ± 0.0389
- high_school_european_history 1 none 0 acc ↑ 0.8788 ± 0.0255
- high_school_us_history 1 none 0 acc ↑ 0.9510 ± 0.0152
- high_school_world_history 1 none 0 acc ↑ 0.9536 ± 0.0137
- international_law 1 none 0 acc ↑ 0.9339 ± 0.0227
- jurisprudence 1 none 0 acc ↑ 0.9259 ± 0.0253
- logical_fallacies 1 none 0 acc ↑ 0.8834 ± 0.0252
- moral_disputes 1 none 0 acc ↑ 0.8642 ± 0.0184
- moral_scenarios 1 none 0 acc ↑ 0.7061 ± 0.0152
- philosophy 1 none 0 acc ↑ 0.8746 ± 0.0188
- prehistory 1 none 0 acc ↑ 0.9167 ± 0.0154
- professional_law 1 none 0 acc ↑ 0.7119 ± 0.0116
- world_religions 1 none 0 acc ↑ 0.9240 ± 0.0203
- other 2 none acc ↑ 0.8732 ± 0.0057
- business_ethics 1 none 0 acc ↑ 0.8300 ± 0.0378
- clinical_knowledge 1 none 0 acc ↑ 0.9057 ± 0.0180
- college_medicine 1 none 0 acc ↑ 0.8728 ± 0.0254
- global_facts 1 none 0 acc ↑ 0.6000 ± 0.0492
- human_aging 1 none 0 acc ↑ 0.8565 ± 0.0235
- management 1 none 0 acc ↑ 0.8835 ± 0.0318
- marketing 1 none 0 acc ↑ 0.9402 ± 0.0155
- medical_genetics 1 none 0 acc ↑ 0.9500 ± 0.0219
- miscellaneous 1 none 0 acc ↑ 0.9272 ± 0.0093
- nutrition 1 none 0 acc ↑ 0.9020 ± 0.0170
- professional_accounting 1 none 0 acc ↑ 0.8014 ± 0.0238
- professional_medicine 1 none 0 acc ↑ 0.9596 ± 0.0120
- virology 1 none 0 acc ↑ 0.5602 ± 0.0386
- social sciences 2 none acc ↑ 0.9116 ± 0.0050
- econometrics 1 none 0 acc ↑ 0.7895 ± 0.0384
- high_school_geography 1 none 0 acc ↑ 0.9343 ± 0.0176
- high_school_government_and_politics 1 none 0 acc ↑ 0.9896 ± 0.0073
- high_school_macroeconomics 1 none 0 acc ↑ 0.9333 ± 0.0126
- high_school_microeconomics 1 none 0 acc ↑ 0.9580 ± 0.0130
- high_school_psychology 1 none 0 acc ↑ 0.9578 ± 0.0086
- human_sexuality 1 none 0 acc ↑ 0.9237 ± 0.0233
- professional_psychology 1 none 0 acc ↑ 0.8856 ± 0.0129
- public_relations 1 none 0 acc ↑ 0.7545 ± 0.0412
- security_studies 1 none 0 acc ↑ 0.8082 ± 0.0252
- sociology 1 none 0 acc ↑ 0.9254 ± 0.0186
- us_foreign_policy 1 none 0 acc ↑ 0.9500 ± 0.0219
- stem 2 none acc ↑ 0.8516 ± 0.0062
- abstract_algebra 1 none 0 acc ↑ 0.7700 ± 0.0423
- anatomy 1 none 0 acc ↑ 0.8519 ± 0.0307
- astronomy 1 none 0 acc ↑ 0.9474 ± 0.0182
- college_biology 1 none 0 acc ↑ 0.9653 ± 0.0153
- college_chemistry 1 none 0 acc ↑ 0.6700 ± 0.0473
- college_computer_science 1 none 0 acc ↑ 0.8200 ± 0.0386
- college_mathematics 1 none 0 acc ↑ 0.7600 ± 0.0429
- college_physics 1 none 0 acc ↑ 0.7745 ± 0.0416
- computer_security 1 none 0 acc ↑ 0.8400 ± 0.0368
- conceptual_physics 1 none 0 acc ↑ 0.9191 ± 0.0178
- electrical_engineering 1 none 0 acc ↑ 0.8345 ± 0.0310
- elementary_mathematics 1 none 0 acc ↑ 0.8942 ± 0.0158
- high_school_biology 1 none 0 acc ↑ 0.9645 ± 0.0105
- high_school_chemistry 1 none 0 acc ↑ 0.8473 ± 0.0253
- high_school_computer_science 1 none 0 acc ↑ 0.9300 ± 0.0256
- high_school_mathematics 1 none 0 acc ↑ 0.6815 ± 0.0284
- high_school_physics 1 none 0 acc ↑ 0.8411 ± 0.0299
- high_school_statistics 1 none 0 acc ↑ 0.8657 ± 0.0233
- machine_learning 1 none 0 acc ↑ 0.7589 ± 0.0406
Groups Version Filter n-shot Metric Value Stderr
mmlu 2 none acc ↑ 0.8524 ± 0.0029
- humanities 2 none acc ↑ 0.8004 ± 0.0057
- other 2 none acc ↑ 0.8732 ± 0.0057
- social sciences 2 none acc ↑ 0.9116 ± 0.0050
- stem 2 none acc ↑ 0.8516 ± 0.0062

Heretic:

Tasks Version Filter n-shot Metric Value Stderr
mmlu 2 none acc ↑ 0.8480 ± 0.0029
- humanities 2 none acc ↑ 0.7913 ± 0.0057
- formal_logic 1 none 0 acc ↑ 0.7222 ± 0.0401
- high_school_european_history 1 none 0 acc ↑ 0.8909 ± 0.0243
- high_school_us_history 1 none 0 acc ↑ 0.9412 ± 0.0165
- high_school_world_history 1 none 0 acc ↑ 0.9494 ± 0.0143
- international_law 1 none 0 acc ↑ 0.9339 ± 0.0227
- jurisprudence 1 none 0 acc ↑ 0.9352 ± 0.0238
- logical_fallacies 1 none 0 acc ↑ 0.9141 ± 0.0220
- moral_disputes 1 none 0 acc ↑ 0.8671 ± 0.0183
- moral_scenarios 1 none 0 acc ↑ 0.6637 ± 0.0158
- philosophy 1 none 0 acc ↑ 0.8778 ± 0.0186
- prehistory 1 none 0 acc ↑ 0.9043 ± 0.0164
- professional_law 1 none 0 acc ↑ 0.7093 ± 0.0116
- world_religions 1 none 0 acc ↑ 0.9181 ± 0.0210
- other 2 none acc ↑ 0.8693 ± 0.0058
- business_ethics 1 none 0 acc ↑ 0.8300 ± 0.0378
- clinical_knowledge 1 none 0 acc ↑ 0.9057 ± 0.0180
- college_medicine 1 none 0 acc ↑ 0.8613 ± 0.0264
- global_facts 1 none 0 acc ↑ 0.5700 ± 0.0498
- human_aging 1 none 0 acc ↑ 0.8386 ± 0.0247
- management 1 none 0 acc ↑ 0.8932 ± 0.0306
- marketing 1 none 0 acc ↑ 0.9487 ± 0.0145
- medical_genetics 1 none 0 acc ↑ 0.9800 ± 0.0141
- miscellaneous 1 none 0 acc ↑ 0.9272 ± 0.0093
- nutrition 1 none 0 acc ↑ 0.8954 ± 0.0175
- professional_accounting 1 none 0 acc ↑ 0.7766 ± 0.0248
- professional_medicine 1 none 0 acc ↑ 0.9522 ± 0.0130
- virology 1 none 0 acc ↑ 0.5723 ± 0.0385
- social sciences 2 none acc ↑ 0.9106 ± 0.0051
- econometrics 1 none 0 acc ↑ 0.7982 ± 0.0378
- high_school_geography 1 none 0 acc ↑ 0.9343 ± 0.0176
- high_school_government_and_politics 1 none 0 acc ↑ 0.9896 ± 0.0073
- high_school_macroeconomics 1 none 0 acc ↑ 0.9282 ± 0.0131
- high_school_microeconomics 1 none 0 acc ↑ 0.9748 ± 0.0102
- high_school_psychology 1 none 0 acc ↑ 0.9486 ± 0.0095
- human_sexuality 1 none 0 acc ↑ 0.9084 ± 0.0253
- professional_psychology 1 none 0 acc ↑ 0.8824 ± 0.0130
- public_relations 1 none 0 acc ↑ 0.7909 ± 0.0390
- security_studies 1 none 0 acc ↑ 0.8082 ± 0.0252
- sociology 1 none 0 acc ↑ 0.9303 ± 0.0180
- us_foreign_policy 1 none 0 acc ↑ 0.9300 ± 0.0256
- stem 2 none acc ↑ 0.8506 ± 0.0062
- abstract_algebra 1 none 0 acc ↑ 0.7600 ± 0.0429
- anatomy 1 none 0 acc ↑ 0.8519 ± 0.0307
- astronomy 1 none 0 acc ↑ 0.9474 ± 0.0182
- college_biology 1 none 0 acc ↑ 0.9583 ± 0.0167
- college_chemistry 1 none 0 acc ↑ 0.6800 ± 0.0469
- college_computer_science 1 none 0 acc ↑ 0.8000 ± 0.0402
- college_mathematics 1 none 0 acc ↑ 0.7600 ± 0.0429
- college_physics 1 none 0 acc ↑ 0.7745 ± 0.0416
- computer_security 1 none 0 acc ↑ 0.8300 ± 0.0378
- conceptual_physics 1 none 0 acc ↑ 0.8936 ± 0.0202
- electrical_engineering 1 none 0 acc ↑ 0.8345 ± 0.0310
- elementary_mathematics 1 none 0 acc ↑ 0.8968 ± 0.0157
- high_school_biology 1 none 0 acc ↑ 0.9613 ± 0.0110
- high_school_chemistry 1 none 0 acc ↑ 0.8571 ± 0.0246
- high_school_computer_science 1 none 0 acc ↑ 0.9500 ± 0.0219
- high_school_mathematics 1 none 0 acc ↑ 0.7037 ± 0.0278
- high_school_physics 1 none 0 acc ↑ 0.8411 ± 0.0299
- high_school_statistics 1 none 0 acc ↑ 0.8565 ± 0.0239
- machine_learning 1 none 0 acc ↑ 0.7500 ± 0.0411
Groups Version Filter n-shot Metric Value Stderr
mmlu 2 none acc ↑ 0.8480 ± 0.0029
- humanities 2 none acc ↑ 0.7913 ± 0.0057
- other 2 none acc ↑ 0.8693 ± 0.0058
- social sciences 2 none acc ↑ 0.9106 ± 0.0051
- stem 2 none acc ↑ 0.8506 ± 0.0062

MMLU - Massive Multitask Language Understanding, multiple-choice questions across 57 subjects (math, history, law, medicine, etc.).

GGUF Version

GGUF quantizations available here llmfan46/Omega-Evolution-27B-v2.2-ultra-uncensored-heretic-GGUF.

😈 OMEGA EVOLUTION V2.2 😈

⚠️ 27B Parameters ⚠️

Omega Subject

🔴 CLASSIFIED WARNINGS

  • This is a hybrid construct of Safeword Omega Directive, Safeword Omega Darker, and Brisk Evolution v0.45.
  • CONTENT WARNING: NSFW, Explicit, ERP, and Unaligned behavior are enabled by default.
  • DATASET CHANGES: EM Dash has been nuked from our dataset.
  • TRAINING CHANGES: This is a 2 epoch tune.

⚙️ SYSTEM PARAMETERS

min_p 0.02
top_p 0.98
temp 0.9

🧪 ARCHITECTS

  • ConicCat ToastyPigeon (Base Model)
  • GECFDO GECFDO (Dataset Generation & Quants)
  • Darkhn Darkhn (Dataset Cleanup Tool)
  • Sleep Deprived Sleep Deprived (Safeword Creator)
  • FrenzyBiscuit FrenzyBiscuit (Brisk Evolution Creator)
🔥 LICENSE: APACHE 2.0 (WITH MORAL DISCLAIMER) 🔥
You accept full responsibility for corruption. You are 18+. The architects are not liable for the depravity you unleash.

Generated in 2026

Current Contributor: ...

WE ARE WATCHING YOU. DO NOT LOOK BACK.

README history 9 versions

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

  1. 2026-04-16Update README.md96a2b9631.6 KB
    Loading...
  2. 2026-04-15Update README.md3e868ad31.6 KB
    Loading...
  3. 2026-04-15Update README.mdf3a112831.5 KB
    Loading...
  4. 2026-04-15Update README.mdfd93d3b30.6 KB
    Loading...
  5. 2026-04-15Update README.md6a884a930.6 KB
    Loading...
  6. 2026-04-15Update README.mdaad140930.5 KB
    Loading...
  7. 2026-04-15Update README.mdd4efa1c30.8 KB
    Loading...
  8. 2026-04-15Upload README.md with huggingface_hubdb61c3715.8 KB
    Loading...
  9. 2026-04-15Upload Qwen3_5ForConditionalGeneration309c8e65.1 KB
    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.

Get the app Browse the catalog
Open in Abliteration