SvalTek/SOR-ColdBrew-12B-Think-RP-Base

TEXT GENERATIONPricing:Input $1.2 / Output $4.8Concurrent Unit Cost:1Model Size:12.2BQuant:FP8Context Size:32kTool Calling:SupportedPublished:Oct 5, 2026License:apache-2.0Architecture:Transformer Open Weights Featherless Exclusive Cold

SvalTek/SOR-ColdBrew-12B-Think-RP-Base is a 12.2 billion parameter Mistral-based language model developed by SvalTek, fine-tuned for roleplay applications. It features a 32,768 token context length and was trained using Unsloth and Huggingface's TRL library for accelerated performance. This model is optimized for generating engaging and coherent roleplay scenarios and responses.

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Overview

SvalTek/SOR-ColdBrew-12B-Think-RP-Base is a 12.2 billion parameter language model developed by SvalTek, specifically fine-tuned for roleplay (RP) applications. Built upon the Mistral architecture, this model leverages a substantial 32,768 token context window, enabling it to maintain long-form narratives and complex character interactions. The training process utilized Unsloth and Huggingface's TRL library, which facilitated a 2x faster finetuning compared to standard methods, enhancing its efficiency and performance for its specialized use case.

Key Capabilities

  • Specialized Roleplay Generation: Optimized for creating detailed and immersive roleplay scenarios and character dialogues.
  • Extended Context Understanding: A 32,768 token context length allows for consistent and coherent long-form interactions, crucial for complex roleplay.
  • Efficient Finetuning: Benefits from accelerated training via Unsloth and Huggingface TRL, indicating a well-optimized and performant model for its domain.

Good for

  • Developers building AI companions or interactive storytelling applications.
  • Generating creative content for roleplaying games or virtual environments.
  • Applications requiring sustained, context-aware conversational AI in a roleplay setting.

Finetunes
3 models