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Description

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.

Sarthak from 011BQ

Sarthak from 011BQ

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17

Impression

604

Tool Features

  • Automated AI model optimization
  • Up to 14x faster inference
  • 100% correctness guarantee
  • Supports B200, H200, H100 GPUs
  • Zero code changes required
  • Free demo with 1 model optimization
  • Custom enterprise pricing with volume discounts and dedicated support

Frequently Asked Questions

What is Forge Agent?

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.

Is Forge Agent free?

Yes, Forge Agent offers a free plan.

What can Forge Agent do?

Forge Agent can: Automated AI model optimization, Up to 14x faster inference, 100% correctness guarantee, Supports B200, H200, H100 GPUs, Zero code changes required.

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