TorchTPU is now open source: Run native PyTorch on TPUs

TL;DR

TorchTPU, a native PyTorch stack for Google TPUs, is now open source, enabling seamless training and deployment of models on TPUs alongside GPUs and CPUs.

Key Takeaways

• Run existing PyTorch models on TPUs with minimal code changes.
• Utilize torch.compile for optimized TPU performance.
• Leverage Hugging Face models for seamless TPU deployment.
• Explore high-throughput serving with vLLM and SGLang.