arkoda/arkoda-7b-v7-8

TEXT GENERATIONConcurrency Cost:1Model Size:7.6BQuant:FP8Ctx Length:32kPublished:May 2, 2026License:apache-2.0Architecture:Transformer Open Weights Cold

arkoda/arkoda-7b-v7-8 is a 7.6 billion parameter language model fine-tuned from Qwen2.5-7B-Instruct by arkoda. It is specifically optimized as a sovereign AI business operator for solo founders and small teams, trained on a hand-curated corpus of 2,060 business-operator pairs. This model excels at providing short, specific, and action-oriented responses, making it a specialized tool rather than a general-purpose assistant.

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arkoda-7b-v7-8: Sovereign AI Business Operator

arkoda-7b-v7-8 is a specialized 7.6 billion parameter language model, fine-tuned from Qwen2.5-7B-Instruct, designed to act as a sovereign AI business operator. Developed by arkoda, this model is built for solo founders and small teams, providing an AI solution without external LLM API dependencies.

Key Capabilities

  • Specialized Training: Fine-tuned on 2,060 hand-curated business-operator pairs covering 24+ categories, including operator behavior, sovereignty framing, and crisis routing.
  • Optimized Voice: Features a "JON_PSYCHOLOGY_OS" voice specification, characterized by direct and warm communication, devoid of fake-positive openers, triangulation, buzzwords, or person-praise.
  • Sovereign Infrastructure: Designed for self-hosting and deployment on platforms like RunPod serverless, ensuring no piping to third-party AI vendors.
  • Action-Oriented Responses: Optimized to deliver short, specific, and actionable guidance.

Ideal Use Case

This model is specifically tailored for stressed solo founders managing their business as a side project. It is not intended as a general-purpose assistant but rather as a focused tool to support business operations with precise, actionable insights.