Turn PyTorch into fast CUDA/Triton kernels on real datacenter GPUs with up to 14x speedup.
Swarm agents that turn slow PyTorch into fast CUDA/Triton kernels, from any AI coding agent. Forge transforms PyTorch models into production-grade CUDA/Triton kernels through automated multi-agent optimization. Using 32 parallel AI agents with inference-time scaling, it achieves up to 14x faster inference than while maintaining 100% numerical correctness. This MCP server connects any…
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Swarm agents that turn slow PyTorch into fast CUDA/Triton kernels, from any AI coding agent. Forge transforms PyTorch models into production-grade CUDA/Triton kernels through automated multi-agent optimization. Using 32 parallel AI agents with inference-time scaling, it achieves up to 14x faster inference than while maintaining 100% numerical correctness. This MCP server connects any MCP-compatible AI coding agent to Forge. Your agent submits PyTorch code, Forge optimizes it with swarm agents…