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@rightnow/forge-cli

v0.1.3-a

Published

AI-powered CUDA kernel optimization CLI

Vulnerabilities

Powered byPowered by Snyk
  • 0High
  • 0Medium
  • 0Low

Links

Git

Maintainers

rightnow-airightnow-ai

Keywords

cudagpukerneloptimizationaillmclinvidiamachine-learningdeep-learning

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

Links

License

MIT