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Train Qwen3 on AWS Trainium with torchtitan

Photo: AWS Machine Learning

What happened

Train Qwen3 on AWS Trainium with torchtitan three ways on a single trn2.48xlarge: the Hugging Face Transformers v5 modeling backend, torchtitan's native Qwen3, and NKI mixture-of-experts kernels. The same torchrun launcher and config structure work unchanged across all three paths, including loading and saving published Hugging Face safetensors.

Summary assembled by rule from the sources below

Why it's spreading

Sources

Official