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.
Lumecoder
Official-parity experience, lower price, higher value, 5-10x better value.
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New styles, more customization and optimizes performance.
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Launch web projects as AR capsules others can find in orbit
AI Flashcards That Never Stop
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