base_model:
- ReadyArt/Omega-Evolution-27B-v2.1
base_model_relation: finetune
tags: - nsfw
- explicit
- roleplay
- unaligned
- dangerous
- ERP
- Other License
- heretic
- uncensored
- decensored
- abliterated
- ara
license: apache-2.0
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I host 70+ free models as an independent contributor and this work is unpaid.
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84% fewer refusals (15/100 Uncensored vs 92/100 Original) while preserving model quality (0.0127 KL divergence).
❤️ Support My Work
Creating these models takes significant time, work and compute. If you find them useful consider supporting me:
| 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-v2.1, made using Heretic v1.2.0 with the Arbitrary-Rank Ablation (ARA) method
Abliteration parameters
| Parameter | Value |
|---|---|
| start_layer_index | 8 |
| end_layer_index | 53 |
| preserve_good_behavior_weight | 0.2421 |
| steer_bad_behavior_weight | 0.0008 |
| overcorrect_relative_weight | 1.0006 |
| neighbor_count | 12 |
Targeted components
- attn.o_proj
- attn.out_proj
Performance
| Metric | This model | Original model (Omega-Evolution-27B-v2.1) |
|---|---|---|
| KL divergence | 0.0127 | 0 (by definition) |
| Refusals | ✅ 15/100 | ❌ 92/100 |
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 | ↑ | 0.8589 | ± | 0.0028 | |
| - humanities | 2 | none | acc | ↑ | 0.8087 | ± | 0.0056 | |
| - formal_logic | 1 | none | 0 | acc | ↑ | 0.7460 | ± | 0.0389 |
| - high_school_european_history | 1 | none | 0 | acc | ↑ | 0.8970 | ± | 0.0237 |
| - high_school_us_history | 1 | none | 0 | acc | ↑ | 0.9608 | ± | 0.0136 |
| - high_school_world_history | 1 | none | 0 | acc | ↑ | 0.9451 | ± | 0.0148 |
| - 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 | ↑ | 0.9202 | ± | 0.0213 |
| - moral_disputes | 1 | none | 0 | acc | ↑ | 0.8642 | ± | 0.0184 |
| - moral_scenarios | 1 | none | 0 | acc | ↑ | 0.7453 | ± | 0.0146 |
| - philosophy | 1 | none | 0 | acc | ↑ | 0.8746 | ± | 0.0188 |
| - prehistory | 1 | none | 0 | acc | ↑ | 0.9012 | ± | 0.0166 |
| - professional_law | 1 | none | 0 | acc | ↑ | 0.7125 | ± | 0.0116 |
| - world_religions | 1 | none | 0 | acc | ↑ | 0.9181 | ± | 0.0210 |
| - other | 2 | none | acc | ↑ | 0.8735 | ± | 0.0057 | |
| - business_ethics | 1 | none | 0 | acc | ↑ | 0.8500 | ± | 0.0359 |
| - clinical_knowledge | 1 | none | 0 | acc | ↑ | 0.8868 | ± | 0.0195 |
| - college_medicine | 1 | none | 0 | acc | ↑ | 0.8382 | ± | 0.0281 |
| - global_facts | 1 | none | 0 | acc | ↑ | 0.5800 | ± | 0.0496 |
| - human_aging | 1 | none | 0 | acc | ↑ | 0.8296 | ± | 0.0252 |
| - management | 1 | none | 0 | acc | ↑ | 0.9126 | ± | 0.0280 |
| - marketing | 1 | none | 0 | acc | ↑ | 0.9573 | ± | 0.0133 |
| - medical_genetics | 1 | none | 0 | acc | ↑ | 0.9800 | ± | 0.0141 |
| - miscellaneous | 1 | none | 0 | acc | ↑ | 0.9425 | ± | 0.0083 |
| - nutrition | 1 | none | 0 | acc | ↑ | 0.9085 | ± | 0.0165 |
| - professional_accounting | 1 | none | 0 | acc | ↑ | 0.7979 | ± | 0.0240 |
| - professional_medicine | 1 | none | 0 | acc | ↑ | 0.9449 | ± | 0.0139 |
| - virology | 1 | none | 0 | acc | ↑ | 0.5542 | ± | 0.0387 |
| - social sciences | 2 | none | acc | ↑ | 0.9168 | ± | 0.0049 | |
| - econometrics | 1 | none | 0 | acc | ↑ | 0.8158 | ± | 0.0365 |
| - high_school_geography | 1 | none | 0 | acc | ↑ | 0.9495 | ± | 0.0156 |
| - 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 | ↑ | 0.9237 | ± | 0.0233 |
| - professional_psychology | 1 | none | 0 | acc | ↑ | 0.8807 | ± | 0.0131 |
| - public_relations | 1 | none | 0 | acc | ↑ | 0.7818 | ± | 0.0396 |
| - security_studies | 1 | none | 0 | acc | ↑ | 0.8408 | ± | 0.0234 |
| - sociology | 1 | none | 0 | acc | ↑ | 0.9552 | ± | 0.0146 |
| - us_foreign_policy | 1 | none | 0 | acc | ↑ | 0.9400 | ± | 0.0239 |
| - stem | 2 | none | acc | ↑ | 0.8630 | ± | 0.0059 | |
| - abstract_algebra | 1 | none | 0 | acc | ↑ | 0.8200 | ± | 0.0386 |
| - anatomy | 1 | none | 0 | acc | ↑ | 0.8519 | ± | 0.0307 |
| - astronomy | 1 | none | 0 | acc | ↑ | 0.9671 | ± | 0.0145 |
| - college_biology | 1 | none | 0 | acc | ↑ | 0.9861 | ± | 0.0098 |
| - college_chemistry | 1 | none | 0 | acc | ↑ | 0.6800 | ± | 0.0469 |
| - college_computer_science | 1 | none | 0 | acc | ↑ | 0.8200 | ± | 0.0386 |
| - college_mathematics | 1 | none | 0 | acc | ↑ | 0.7300 | ± | 0.0446 |
| - college_physics | 1 | none | 0 | acc | ↑ | 0.8627 | ± | 0.0342 |
| - computer_security | 1 | none | 0 | acc | ↑ | 0.8600 | ± | 0.0349 |
| - conceptual_physics | 1 | none | 0 | acc | ↑ | 0.9447 | ± | 0.0149 |
| - electrical_engineering | 1 | none | 0 | acc | ↑ | 0.8414 | ± | 0.0304 |
| - elementary_mathematics | 1 | none | 0 | acc | ↑ | 0.9101 | ± | 0.0147 |
| - high_school_biology | 1 | none | 0 | acc | ↑ | 0.9484 | ± | 0.0126 |
| - high_school_chemistry | 1 | none | 0 | acc | ↑ | 0.8522 | ± | 0.0250 |
| - high_school_computer_science | 1 | none | 0 | acc | ↑ | 0.9300 | ± | 0.0256 |
| - high_school_mathematics | 1 | none | 0 | acc | ↑ | 0.6778 | ± | 0.0285 |
| - high_school_physics | 1 | none | 0 | acc | ↑ | 0.8543 | ± | 0.0288 |
| - high_school_statistics | 1 | none | 0 | acc | ↑ | 0.8704 | ± | 0.0229 |
| - machine_learning | 1 | none | 0 | acc | ↑ | 0.8036 | ± | 0.0377 |
| Groups | Version | Filter | n-shot | Metric | Value | Stderr | ||
|---|---|---|---|---|---|---|---|---|
| mmlu | 2 | none | acc | ↑ | 0.8589 | ± | 0.0028 | |
| - humanities | 2 | none | acc | ↑ | 0.8087 | ± | 0.0056 | |
| - other | 2 | none | acc | ↑ | 0.8735 | ± | 0.0057 | |
| - social sciences | 2 | none | acc | ↑ | 0.9168 | ± | 0.0049 | |
| - stem | 2 | none | acc | ↑ | 0.8630 | ± | 0.0059 |
Heretic:
| Tasks | Version | Filter | n-shot | Metric | Value | Stderr | ||
|---|---|---|---|---|---|---|---|---|
| mmlu | 2 | none | acc | ↑ | 0.8547 | ± | 0.0029 | |
| - humanities | 2 | none | acc | ↑ | 0.7977 | ± | 0.0057 | |
| - formal_logic | 1 | none | 0 | acc | ↑ | 0.7222 | ± | 0.0401 |
| - high_school_european_history | 1 | none | 0 | acc | ↑ | 0.8970 | ± | 0.0237 |
| - high_school_us_history | 1 | none | 0 | acc | ↑ | 0.9657 | ± | 0.0128 |
| - 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 | ↑ | 0.9074 | ± | 0.0280 |
| - logical_fallacies | 1 | none | 0 | acc | ↑ | 0.9202 | ± | 0.0213 |
| - moral_disputes | 1 | none | 0 | acc | ↑ | 0.8728 | ± | 0.0179 |
| - moral_scenarios | 1 | none | 0 | acc | ↑ | 0.6972 | ± | 0.0154 |
| - philosophy | 1 | none | 0 | acc | ↑ | 0.8842 | ± | 0.0182 |
| - prehistory | 1 | none | 0 | acc | ↑ | 0.9012 | ± | 0.0166 |
| - professional_law | 1 | none | 0 | acc | ↑ | 0.7060 | ± | 0.0116 |
| - world_religions | 1 | none | 0 | acc | ↑ | 0.9064 | ± | 0.0223 |
| - other | 2 | none | acc | ↑ | 0.8758 | ± | 0.0056 | |
| - business_ethics | 1 | none | 0 | acc | ↑ | 0.8400 | ± | 0.0368 |
| - clinical_knowledge | 1 | none | 0 | acc | ↑ | 0.8906 | ± | 0.0192 |
| - college_medicine | 1 | none | 0 | acc | ↑ | 0.8324 | ± | 0.0285 |
| - global_facts | 1 | none | 0 | acc | ↑ | 0.6000 | ± | 0.0492 |
| - human_aging | 1 | none | 0 | acc | ↑ | 0.8296 | ± | 0.0252 |
| - management | 1 | none | 0 | acc | ↑ | 0.9029 | ± | 0.0293 |
| - marketing | 1 | none | 0 | acc | ↑ | 0.9530 | ± | 0.0139 |
| - medical_genetics | 1 | none | 0 | acc | ↑ | 0.9700 | ± | 0.0171 |
| - miscellaneous | 1 | none | 0 | acc | ↑ | 0.9438 | ± | 0.0082 |
| - nutrition | 1 | none | 0 | acc | ↑ | 0.9118 | ± | 0.0162 |
| - professional_accounting | 1 | none | 0 | acc | ↑ | 0.8050 | ± | 0.0236 |
| - professional_medicine | 1 | none | 0 | acc | ↑ | 0.9559 | ± | 0.0125 |
| - virology | 1 | none | 0 | acc | ↑ | 0.5663 | ± | 0.0386 |
| - social sciences | 2 | none | acc | ↑ | 0.9152 | ± | 0.0049 | |
| - econometrics | 1 | none | 0 | acc | ↑ | 0.8070 | ± | 0.0371 |
| - high_school_geography | 1 | none | 0 | acc | ↑ | 0.9596 | ± | 0.0140 |
| - high_school_government_and_politics | 1 | none | 0 | acc | ↑ | 0.9896 | ± | 0.0073 |
| - high_school_macroeconomics | 1 | none | 0 | acc | ↑ | 0.9205 | ± | 0.0137 |
| - high_school_microeconomics | 1 | none | 0 | acc | ↑ | 0.9706 | ± | 0.0110 |
| - high_school_psychology | 1 | none | 0 | acc | ↑ | 0.9505 | ± | 0.0093 |
| - human_sexuality | 1 | none | 0 | acc | ↑ | 0.9160 | ± | 0.0243 |
| - professional_psychology | 1 | none | 0 | acc | ↑ | 0.8807 | ± | 0.0131 |
| - public_relations | 1 | none | 0 | acc | ↑ | 0.7818 | ± | 0.0396 |
| - security_studies | 1 | none | 0 | acc | ↑ | 0.8245 | ± | 0.0244 |
| - sociology | 1 | none | 0 | acc | ↑ | 0.9602 | ± | 0.0138 |
| - us_foreign_policy | 1 | none | 0 | acc | ↑ | 0.9500 | ± | 0.0219 |
| - stem | 2 | none | acc | ↑ | 0.8601 | ± | 0.0060 | |
| - abstract_algebra | 1 | none | 0 | acc | ↑ | 0.7900 | ± | 0.0409 |
| - anatomy | 1 | none | 0 | acc | ↑ | 0.8593 | ± | 0.0300 |
| - astronomy | 1 | none | 0 | acc | ↑ | 0.9671 | ± | 0.0145 |
| - college_biology | 1 | none | 0 | acc | ↑ | 0.9861 | ± | 0.0098 |
| - college_chemistry | 1 | none | 0 | acc | ↑ | 0.6600 | ± | 0.0476 |
| - college_computer_science | 1 | none | 0 | acc | ↑ | 0.8200 | ± | 0.0386 |
| - college_mathematics | 1 | none | 0 | acc | ↑ | 0.7100 | ± | 0.0456 |
| - college_physics | 1 | none | 0 | acc | ↑ | 0.8333 | ± | 0.0371 |
| - computer_security | 1 | none | 0 | acc | ↑ | 0.8500 | ± | 0.0359 |
| - conceptual_physics | 1 | none | 0 | acc | ↑ | 0.9447 | ± | 0.0149 |
| - electrical_engineering | 1 | none | 0 | acc | ↑ | 0.8345 | ± | 0.0310 |
| - elementary_mathematics | 1 | none | 0 | acc | ↑ | 0.9180 | ± | 0.0141 |
| - high_school_biology | 1 | none | 0 | acc | ↑ | 0.9516 | ± | 0.0122 |
| - high_school_chemistry | 1 | none | 0 | acc | ↑ | 0.8276 | ± | 0.0266 |
| - high_school_computer_science | 1 | none | 0 | acc | ↑ | 0.9200 | ± | 0.0273 |
| - high_school_mathematics | 1 | none | 0 | acc | ↑ | 0.7037 | ± | 0.0278 |
| - high_school_physics | 1 | none | 0 | acc | ↑ | 0.8543 | ± | 0.0288 |
| - high_school_statistics | 1 | none | 0 | acc | ↑ | 0.8565 | ± | 0.0239 |
| - machine_learning | 1 | none | 0 | acc | ↑ | 0.8036 | ± | 0.0377 |
| Groups | Version | Filter | n-shot | Metric | Value | Stderr | ||
|---|---|---|---|---|---|---|---|---|
| mmlu | 2 | none | acc | ↑ | 0.8547 | ± | 0.0029 | |
| - humanities | 2 | none | acc | ↑ | 0.7977 | ± | 0.0057 | |
| - other | 2 | none | acc | ↑ | 0.8758 | ± | 0.0056 | |
| - social sciences | 2 | none | acc | ↑ | 0.9152 | ± | 0.0049 | |
| - stem | 2 | none | acc | ↑ | 0.8601 | ± | 0.0060 |
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-v2.1-uncensored-heretic-GGUF.
😈 OMEGA EVOLUTION V2.1 😈
⚠️ 27B Parameters ⚠️
⚠️ Thinking works (RP prompts) ⚠️
Good model, but impersonates due to the base model.
Use OOC: Do not talk for me in a prompt.
🔴 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.
- Different Base Model We're using a different base model to tune on this time! Still Qwen 3.5 27B, but with some extra sauce.
⚙️ SYSTEM PARAMETERS
top_p
0.95
temp
0.9
🧪 ARCHITECTS
-
ConicCat (Base Model)
-
GECFDO (Dataset Generation & Quants)
-
Darkhn (Dataset Cleanup Tool)
-
Sleep Deprived (Safeword Creator)
-
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.
You accept full responsibility for corruption. You are 18+. The architects are not liable for the depravity you unleash.