ejarales/irma-v5-merged

TEXT GENERATIONConcurrency Cost:1Model Size:8BQuant:FP8Ctx Length:8kPublished:Mar 26, 2026License:llama3Architecture:Transformer Cold

The ejarales/irma-v5-merged model is an 8 billion parameter LLaMA 3 Instruct variant, fine-tuned specifically for intent routing and tool call generation. Developed by ejarales, this model is optimized for integration with the IRMA Engine platform, focusing on enhancing automated decision-making and function calling capabilities. Its specialized training makes it particularly effective for applications requiring precise intent recognition and structured output for tool invocation.

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ejarales/irma-v5-merged: Specialized LLaMA 3 for Intent Routing

The ejarales/irma-v5-merged model is an 8 billion parameter language model based on the LLaMA 3 Instruct architecture. It has undergone specific fine-tuning to excel in tasks related to intent routing and the generation of tool calls.

Key Capabilities

  • Intent Routing: Designed to accurately identify and categorize user intentions from natural language inputs.
  • Tool Call Generation: Optimized for producing structured outputs that can be directly used to invoke external tools or functions.
  • LLaMA 3 Instruct Base: Leverages the robust capabilities of the LLaMA 3 Instruct foundation for strong language understanding.

Good For

  • IRMA Engine Integration: Primarily developed and fine-tuned for seamless operation within the IRMA Engine platform.
  • Automated Workflows: Ideal for applications requiring precise intent recognition to trigger specific actions or API calls.
  • Conversational AI: Enhances chatbots and virtual assistants by providing a reliable mechanism for understanding user goals and executing relevant functions.