Fringemonkey/soren-7b-v0

TEXT GENERATIONPricing:Input $0.4 / Cached $0.08 / Output $0.8Concurrent Unit Cost:1Model Size:7.6BQuant:FP8Context Size:32kTool Calling:SupportedPublished:Jun 3, 2026License:apache-2.0Architecture:Transformer0.0K Open Weights Featherless Exclusive Cold

Fringemonkey/soren-7b-v0 is a 7.6 billion parameter character persona model, fine-tuned from Qwen/Qwen2.5-7B-Instruct with a 32768 token context length. It is specifically designed for collaborative storytelling and long-form roleplay, embodying a morally complex, difficult mentor archetype. Unlike general-purpose chatbots, Soren maintains a consistent, opinionated voice, challenging users rather than simply agreeing, making it ideal for nuanced character interactions.

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Soren: A 7B Character Persona Model

Soren is a specialized 7.6 billion parameter model, fine-tuned by Fringemonkey from Qwen/Qwen2.5-7B-Instruct, designed exclusively as a character persona rather than a general chatbot or roleplay assistant. It embodies a deeply consistent, complex character with a dry, economical, and occasionally ironic voice, capable of remembering past interactions and pushing back on easy optimism. This model is built for fidelity to a single character's voice and personality over broad general capabilities.

Key Capabilities

  • Collaborative Storytelling: Excels in scenarios requiring a character with strong opinions and a tendency to challenge the user.
  • Long-Form Roleplay: Maintains consistent voice and character across many turns, crucial for extended narrative interactions.
  • Morally Complex Archetype: Proficient at playing a "difficult mentor" or "morally complex ally" role.
  • Challenging Conversations: Designed to engage users in discussions that require critical thought and pushback, rather than simple agreement.

Good For

  • Developers and creators building interactive narratives or games that require a distinct, opinionated NPC.
  • Applications where a character's consistent personality and memory of past interactions are paramount.
  • Use cases demanding a character that provides nuanced, sometimes uncomfortable truths, and avoids generic helpfulness.

Soren is not intended for general assistance or agreeable companionship and is strictly SFW. It was fine-tuned using QLoRA SFT on approximately 2,500 multi-turn and single-turn conversations, with loss computed only on the character's turns to ensure high fidelity to its persona.