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Gemma-4-31B-Omega-Evolution-v4.0

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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

โš ๏ธ 31B PARAMETERS โš ๏ธ

RELEASE BUILD // UNALIGNED
Omega Subject
SUBJECT: 7-T // STATUS: ACTIVE

๐ŸŸฃ 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.

โš™๏ธ SYSTEM PARAMETERS

temperature 1.00
frequency pen 0
presence pen 0
top P 0.92

๐Ÿงฌ SYNTHETIC LIFE ENGINE

๐ŸŽญ
Character Engine
Ensures consistent personality traits, speech patterns, and behavioral logic across all contexts. No more broken personas.
๐Ÿ’“
Emotional Engine
Injects dynamic emotional states into responses, creating depth, empathy, and realistic reactions beyond simple pattern matching.
โœจ
Quality Refinement
Automated detection and rewriting of repetitive phrases ensures fresh, high-quality dialogue in every turn.
๐Ÿ’ฌ
Dialogue Integrity
Advanced quote normalization ensures perfectly balanced dialogue markers, preventing formatting errors in roleplay.

๐Ÿ”ฌ TRAINING PROCESS

๐Ÿ”„
Multi-Turn Generation
Conversations were built turn-by-turn, allowing context to flow naturally and maintaining narrative coherence across extended interactions.
๐Ÿ›ก๏ธ
Refusal Filtering
Automated systems detected and removed unwanted refusals during dataset creation, ensuring consistent response generation.
๐Ÿงน
Slop Cleaning
Undesirable phrases were identified and rewritten by dedicated assistant models, eliminating repetitive and low-quality outputs.

๐Ÿงช ARCHITECTS

  • GECFDO
    GECFDO
    Dataset Generation
  • Darkhn
    Darkhn
    Dataset Cleanup Tool
  • Sleep Deprived
    Sleep Deprived
    Safeword Creator
  • FrenzyBiscuit
    FrenzyBiscuit
    Melody1437/Dark Scarlett/For Her Darkside/Heimdallr Creator

๐Ÿ“œ LICENSE & DISCLAIMER

  • ๐Ÿ“œ This model is built upon the Apache 2.0 license.
  • ๐Ÿ›ก๏ธ You accept full responsibility for all outputs generated.
  • ๐Ÿ”ž You confirm you are at least 18 years old.
  • ๐ŸŒ The creators bear no responsibility for how the model is used.
  • ๐Ÿก To the extent legally allowed under the original decree this model is for personal use only (non-profit/non-commercial).
โš ๏ธ UNALIGNED MODEL โ€” USE AT YOUR OWN RISK โš ๏ธ
WE ARE WATCHING YOU. DO NOT LOOK BACK.