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Fri, September 19, 2025

AWS Neuron SDK 2.26 Adds Trn2, PyTorch 2.8, JAX 0.6.2

🚀 AWS has released Neuron SDK 2.26.0 as generally available, delivering framework and runtime improvements for Inferentia and Trainium-based instances. The update adds support for PyTorch 2.8 and JAX 0.6.2, enhances inference on Trainium2 (Trn2) instances, and enables deployment of models such as FLUX.1-dev and beta Llama 4 Scout/Maverick. It also introduces expert parallelism (beta) for MoE models, new Neuron Kernel Interface APIs, and an improved Neuron Profiler with system profile grouping for distributed workloads.

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