ReadyArt/Serenity-31B-v1.1-GGUF

🤗 On Hugging Faceapache-2.0131 GBGGUFHF checksums availableupdated today
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Serenity-31B

⚡ v1.1

Balance achieved. Control surrendered.

Note for thinking to work, you must use "chat_template_kwargs": {"enable_thinking": true, "reasoning_effort": "medium"} in SillyTavern's Chat Completion / Additional Parameters.

IQ4_XS has broken thinking. Q4_K_M seems to work with the above settings.

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-31B 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

ParameterValue

Training MethodLoRA (Low-Rank Adaptation)

LoRA Rank (r)80

Epochs2

Trained LayersText 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