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  • License MIT

AI-powered CUDA kernel optimization CLI

Package Exports

  • @rightnow/forge-cli
  • @rightnow/forge-cli/dist/forge.js

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Readme

Forge CLI

AI-powered CUDA kernel optimization. Generate optimized GPU kernels that outperform torch.compile().

Install

npm install -g @rightnow/forge-cli

Or download binaries from GitHub Releases.

Usage

# Launch optimization wizard
forge

# Optimize a KernelBench task
forge optimize --task 1

# Optimize a HuggingFace model
forge optimize --huggingface Qwen/Qwen2-0.5B

# Optimize custom PyTorch code
forge optimize --file my_model.py

Features

  • Swarm Agents - Multiple AI agents collaborate to find optimal kernels
  • Evolutionary Search - MAP-Elites explores diverse optimization strategies
  • CUDA & Triton - Generate kernels in both formats
  • HuggingFace Support - Optimize transformer models directly

Requirements

  • Node.js 18+
  • Forge account (sign up)

License

MIT