Serenity-12B

⚡ v1.0

Balance achieved. Control surrendered.

Content Advisory: Mature Themes / Adult Interactions — Intended for mature audiences only.

GEMMA-4 BASED

🌊 What Is Serenity?

Born from the convergence of two lineages, Serenity-12B harmonizes the best of both worlds — the expressive depth of Melody and the immersive presence of Darkside — into a single, balanced model.

Lineage A

Melody1437

Male → Female Perspective

✦

Lineage B

Darkside

Female → Male Perspective

→

Hybrid

Serenity

⚠️ Perspective Note: Due to the merger of opposing perspective lineages, this tune may occasionally exhibit perspective confusion.

• 🧠 Dual Heritage: Combines Melody's male → female perspective with Darkside's female → male perspective
• ⚖️ Balanced Tone: Refined personality that flows naturally without overwhelming the narrative
• 🎭 Enhanced Depth: LoRA 80 captures nuanced behavioral patterns from both parent approaches

🧬 Synthetic Life Engine

Dataset generated using our advanced Character Engine and Emotional Engine, creating genuine life and emotional resonance in every interaction.

🎭 Character Engine

Ensures consistent personality traits, speech patterns, and behavioral logic across all contexts. Characters remain true to themselves throughout.

💓 Emotional Engine

Injects dynamic emotional states into responses, creating depth and realistic reactions that breathe life into every exchange.

✨ Quality Refinement

Automated detection and rewriting of repetitive phrases ensures fresh, high-quality dialogue in every turn.

💬 Dialogue Integrity

Advanced quote normalization ensures balanced dialogue markers, preventing formatting errors and maintaining immersion.

🧠 Training Details & Parameters

Fine-tuned using LoRA (Low-Rank Adaptation) for efficient and targeted weight adjustment, preserving the base model's capabilities while imprinting new behavioral patterns.

🔢 Epochs

2

Full passes through the training dataset for thorough learning

📐 LoRA Rank

80

Higher rank for richer adaptation and nuanced expression

Parameter	Value
Training Method	LoRA (Low-Rank Adaptation)
LoRA Rank (r)	80
Epochs	2
Trained Layers	Text layers only

• 🎯 Method: LoRA fine-tuning for parameter-efficient adaptation, preserving base knowledge while imprinting new behaviors
• ⚡ Efficiency: Only a fraction of parameters updated, keeping the model lean and responsive
• 🎭 Result: Maintains coherence while exhibiting the desired personality traits and interaction style

🔮 Training Process

Model weights subjected to iterative refinement during data creation. Each conversation underwent multiple checks for stability and alignment.

• 🔄 Multi-Turn Generation: Conversations built turn-by-turn for natural context flow
• 🛡️ Refusal Filtering: Automated systems detected and removed unwanted refusals
• 🧹 Slop Cleaning: Undesirable phrases identified and rewritten by dedicated assistant models

📚 Dataset Overview

Model trained on a specialized adult-oriented roleplay dataset with diverse scenarios and emotional contexts, drawing from the strengths of both parent lineages.

• 🔞 Content Rating: Strictly 18+ (Adults Only)
• 🎭 Focus: Mature themes, immersive roleplay, uncensored dialogue

📜 Version Notes

• ⚠️ Content Warning: This model can generate mature content. Use responsibly.
• 🧹 Clean Output: Reasoning tags and excessive markdown stripped for cleaner roleplay
• 🔀 Hybrid Lineage: Combines the male → female perspective of Melody1437 with the female → male perspective of Darkside into a unified, balanced model

⚙️ Configuration

🎛️ Sampler Settings

Recommended parameters for optimal output

0.92 Top-P

1.0 Temperature

0 Freq Pen

0 Presence Pen

📦 GGUF Quantizations

Available formats for local inference

• Q4_K_MDecent Quality
• Q5_K_MRecommended
• Q6_KHigh Quality
• Q8_0Near Lossless

⬇ View Repository

💖 Credits

• GECFDO — Data Generation & iMatrix Quants
• Sleep Deprived — Dataset Generator
• FrenzyBiscuit — Fine-Tuning & Dataset Creation

🔖 License & Usage

⚠️ Usage Agreement: By using this model, you accept all terms and conditions.

• 📜 Built upon the Apache 2.0 license
• 🛡️ You accept full responsibility for all outputs generated
• 🔞 You confirm you are at least 18 years old
• 🌍 Creators bear no responsibility for how the model is used
• 🏡 For personal use only (non-profit/non-commercial) to the extent legally allowed

Apache 2.0 Personal Use 18+ Content NSFW