Forge Agent
Swarm Agents That Turn Slow PyTorch Into Fast GPU Kernels
Forge Agent launched on January 23, 2026 with 113 votes, #294 of 14,585 launches that month and more than 95% of that year's launches.
What it does
Forge turns PyTorch models into optimized CUDA and Triton kernels automatically. 32 AI agents run in parallel, each trying different optimization strategies like tensor cores, memory coalescing, and kernel fusion. A judge validates every kernel for correctness before benchmarking. We got 5x faster inference than torch.compile on Llama 3.1 8B and 4x on Qwen 2.5 7B. Works on any PyTorch model. Free trial on one kernel. Full credit refund if we don't beat torch.compile.
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