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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Official-parity experience, lower price, higher value, 5-10x better value.
Claude Opus 4.6
Claude’s most advanced model for agentic tasks
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From deep analysis to premium slides, agentized
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Full bug context across all your tools for better debugging
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Сollects your tasks from everywhere and keeps you focused
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We Bombed 7 times, you shouldn't
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Operate AI coworkers on a single enterprise platform
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Find customers who are literally asking for your product
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A command center for working with agents
Connect your business to AI conversations in minutes
Claude’s most advanced model for agentic tasks
Full stack vibe coding platform. Created by Vercel.
