Fire · Innovation & AI

LLM Fine-Tuning & AI Development

We fine-tune LLMs and build AI-native products — RAG pipelines, agentic workflows, and production-grade inference — for teams that need more than off-the-shelf models.

What we do

We fine-tune LLMs and build AI-native products — RAG pipelines, agentic workflows, and production-grade inference — for teams that need more than off-the-shelf models.

Capabilities

  • LLM fine-tuning & distillation
  • RAG & retrieval pipelines
  • Agentic workflow development
  • AI product development
  • Inference & evaluation infrastructure

Deliverables

  • Fine-tuned, production models
  • AI product MVPs
  • Evaluation harnesses & guardrails
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