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.
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.
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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