Forge Agent

#1 GPU AI Code Editor

Forge is an automatic GPU kernel optimization tool that turns PyTorch models into highly optimized CUDA and Triton kernels — delivering up to 5× faster inference than torch.compile on benchmarks like Llama 3.1 and Qwen 2.5. It runs 32 AI agents in parallel, each exploring different optimization strategies (tensor cores, memory coalescing, kernel fusion), and uses a judge agent to validate correctness before benchmarking. Works with any PyTorch or HuggingFace model and dramatically accelerates GPU performance without manual tuning.