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Gilesthomas (auto-discovered)

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19:30
2026-06-05
gilesthomas.com
machine-learning

JAX backends and devices

JAX defaults to loading data directly onto GPU memory when a CUDA-enabled version is installed, causing out-of-memory errors for large datasets that would fit in system RAM. The framework's `jax.devic…

23:30
2026-06-04
gilesthomas.com
machine-learning

Using Safetensors with Flax

A developer porting PyTorch LLM code to JAX using Flax encountered difficulties when attempting to store model checkpoints with Safetensors, as the library's Flax API expects flat dictionaries but Fla…

18:01
2026-05-30
gilesthomas.com
machine-learning

First Looking into Jax

A developer who has spent years working extensively with PyTorch has begun exploring JAX, a competing machine learning framework, and reports finding it cleaner and more mathematically pure. The autho…

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