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NVIDIA·Nov 5, 2026·Research Prototype·open source

Flare

Flare is a specialized local inference server designed for NVIDIA SM120/SM121 GPUs, optimized for long-context conversations, coding agents, and repeated tool use. It utilizes a two-part architecture where Python-based 'Ignition' prepares models and a high-performance Rust-based 'Helios' runtime serves them without Python dependencies.

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overview

Flare is a specialized local inference server designed for NVIDIA SM120/SM121 GPUs, optimized for long-context conversations, coding agents, and repeated tool use. It utilizes a two-part architecture where Python-based 'Ignition' prepares models and a high-performance Rust-based 'Helios' runtime serves them without Python dependencies.

key features
  • 01Rust-based Helios runtime for high-performance, Python-free inference
  • 02Pre-compiled CUDA graph execution for optimized latency
  • 03Explicit memory and state management for long-context conversations
  • 04Support for multi-host tensor-parallel deployments
  • 05Native integration with PyTorch and Transformers for model preparation