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Gemma-4-31B-Melody1437

RP Chat

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Ratings reflect this model as run on Arli AI.

Gemma-4-31B-Melody1437 is a text generation model available on Arli AI. It offers 31B parameters, 262K token context, reasoning support, vision input. Recommended use: RP Chat. Run it through the OpenAI-compatible chat completions API with unlimited requests and zero-log privacy.

View on Hugging FaceBack to Models

Hourly Usage

Token Usage

Input (24H)

424

Output (24H)

15

Input (7D)

10K

Output (7D)

17K

Performance Metrics

Typical Total Time

16.92s

Typical TTFT

2.72s

Typical Input TPS

1733.55

Typical Output TPS

18.46

Model Information

Context Size

262144

Quantization

r128 on FP8

Engine

vllm

Creation Method

Finetune

Model Class

Gemma-4-31B - LoRA

Chat Template

Gemma4

Reasoning

Yes

Vision

Yes

Parameters

31B

Added At

9/26/2026

Use Gemma-4-31B-Melody1437 with the Arli AI API

Gemma-4-31B-Melody1437 is available through an OpenAI-compatible chat completions endpoint. Point any OpenAI SDK at https://api.arliai.com/v1, pass Gemma-4-31B-Melody1437 as the model, and requests are served without logging.

cURL

curl https://api.arliai.com/v1/chat/completions \
  -H "Authorization: Bearer $ARLIAI_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "Gemma-4-31B-Melody1437",
    "messages": [{"role": "user", "content": "Hello!"}]
  }'

Python

from openai import OpenAI

client = OpenAI(
    base_url="https://api.arliai.com/v1",
    api_key="YOUR_ARLIAI_API_KEY",
)

response = client.chat.completions.create(
    model="Gemma-4-31B-Melody1437",
    messages=[{"role": "user", "content": "Hello!"}],
)
print(response.choices[0].message.content)

See the text generation docs for every parameter, or read the quick start guide to make your first request.

Similar models

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! ✨

CONTENT ADVISORY: MATURE THEMES / ADULT INTERACTIONS
This model is designed for mature audiences. Viewer discretion is advised.
Your browser does not support the video tag.

🧬 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

📦 Quantized Files

GGUF Quants Below

View Repository

💖 Credits

  • GECFDO Avatar GECFDO – Data Generation & iMatrix Quants
  • Sleep Deprived Avatar Sleep Deprived – Dataset Generator
  • FrenzyBiscuit Avatar 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).
Apache 2.0 Personal Use 18+ Content NSFW