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
Finetune
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:
- gemma-4
- roleplay
- conversational
- instruct
- apache-2.0
- nsfw
- explicit
- erp
- adult-content
- mature
- unaligned license: apache-2.0
Melody1437
31B PARAMETERS
✨ It's a fabulous day! ✨
🧬 Synthetic Life Engine
The dataset was generated using our advanced Character Engine and Emotional Engine within the synthetic dataset generator, breathing genuine life into every interaction.
🎭 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
The model weights were subjected to iterative refinement during data creation. Each conversation underwent multiple checks to ensure stability and alignment with the desired interaction style.
- 🔄 Multi-Turn Generation: Conversations were built turn-by-turn, allowing context to flow naturally.
- 🛡️ Refusal Filtering: Automated systems detected and removed unwanted refusals during dataset creation.
- 🧹 Slop Cleaning: Undesirable phrases were identified and rewritten by dedicated assistant models.
📚 Dataset Overview
The model's knowledge base was imprinted upon a Explicit Adult ERP dataset, weaving a vast tapestry of knowledge into its weights during the initial training. This ensures a rich foundation for all future interactions.
- 🔞 Content Rating: Strictly 18+ (Adults Only)
- 🎭 Focus: Erotic Roleplay, Mature Themes, Uncensored Dialogue
- 🌈 Diversity: Generated using variable system prompts and emotional states for varied responses.
📜 Version Notes
- ⚠️ Content Warning: This model is capable of generating NSFW content. Use responsibly.
- 🧹 Clean Output: Reasoning tags and excessive markdown have been stripped for cleaner roleplay.
🎭 Usage Guidelines
To unlock the full potential of this model, a structured roleplay system prompt is required. This model is optimized for immersive character interaction rather than standard instructional queries.
- 📝 Initialization: Begin sessions with a clear character definition and scenario context.
- 🎭 Format: Use asterisks for actions
*like this*and quotes for dialogue"like this". - ⚠️ Limitation: Standard query-based prompting may result in refusals.
- 💡 Tip: The model expects balanced quotes. Ensure your input dialogue is properly formatted.
⚠️ Technical Note
Only text layers were trained on.
⚙️ Configuration
🎛️ Sampling Config
top_p: 0.95
temp: 0.8
min_p: 0.03
💖 Credits
-
GECFDO – Data Generation & iMatrix Quants
-
Sleep Deprived – Dataset Generator
-
FrenzyBiscuit – Fine-Tuning & Dataset Creation
🔖 License & Usage
⚠️ USAGE AGREEMENT:
- 📜 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).