Hourly Usage
Performance Metrics
Median Total Time
28.90s
Median TTFT
6.56s
Median Prefill TPS
1058.80
Median Gen TPS
6.25
Model Information
Context Size
262144
Quantization
r64 on INT8
Engine
vllm
Creation Method
Merge
Model Type
Gemma31B
Chat Template
Gemma4
Reasoning
Yes
Vision
Yes
Parameters
31B
Added At
9/26/2026
base_model:
- google/gemma-4-31B-it base_model_relation: finetune tags:
- nsfw
- explicit
- roleplay
- unaligned
- dangerous
- ERP
- Other License license: apache-2.0
OMEGA EVOLUTION V4.0
⚠️ 31B PARAMETERS ⚠️
RELEASE BUILD // UNALIGNED
SUBJECT: 7-T // STATUS: ACTIVE
🟣 CLASSIFIED WARNINGS
- This is a hybrid construct of Safeword Omega Directive, Safeword Omega Darker, Melody1437, Dark Scarlett, For Her Darkside and Heimdallr
- CONTENT WARNING: NSFW, Explicit, ERP, and Unaligned behavior are enabled by default.
- TRAINING CHANGES: This is a 1 epoch tune with a LoRA rank of 64.
- THINKING: Gemma 4 31B is tempormental and this is ~150k prompts of training data. Thinking did not survive.
- SLOP WARNING: I've deslopped as much of SleepDeprived's data as possible without just outright deleting it. It is what it is. There will be slop in this tune.
- ROLEPLAY PROMPTS REQUIRED: This tune is intended to be for roleplay usage ONLY. Assistant mode is likely not going to be changed, nor is assistant mode tested.
⚙️ SYSTEM PARAMETERS
temperature
1.00
frequency pen
0
presence pen
0
top P
0.92
🧬 SYNTHETIC LIFE ENGINE
Character Engine
Ensures consistent personality traits, speech patterns, and behavioral logic across all contexts. No more broken personas.
Emotional Engine
Injects dynamic emotional states into responses, creating depth, empathy, and realistic reactions beyond simple pattern matching.
Quality Refinement
Automated detection and rewriting of repetitive phrases ensures fresh, high-quality dialogue in every turn.
Dialogue Integrity
Advanced quote normalization ensures perfectly balanced dialogue markers, preventing formatting errors in roleplay.
🔬 TRAINING PROCESS
Multi-Turn Generation
Conversations were built turn-by-turn, allowing context to flow naturally and maintaining narrative coherence across extended interactions.
Refusal Filtering
Automated systems detected and removed unwanted refusals during dataset creation, ensuring consistent response generation.
Slop Cleaning
Undesirable phrases were identified and rewritten by dedicated assistant models, eliminating repetitive and low-quality outputs.
🧪 ARCHITECTS
-
GECFDODataset Generation -
DarkhnDataset Cleanup Tool -
Sleep DeprivedSafeword Creator -
FrenzyBiscuitMelody1437/Dark Scarlett/For Her Darkside/Heimdallr Creator
📜 LICENSE & DISCLAIMER
- 📜 This model is built upon the Apache 2.0 license.
- 🛡️ You accept full responsibility for all outputs generated.
- 🔞 You confirm you are at least 18 years old.
- 🌍 The creators bear no responsibility for how the model is used.
- 🏡 To the extent legally allowed under the original decree this model is for personal use only (non-profit/non-commercial).
⚠️ UNALIGNED MODEL — USE AT YOUR OWN RISK ⚠️