Consolidated qwix improvements for LoRA and sharding support.#242
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This CL is for MaxText to provide support for N-dimensional kernels and batch dimensions in LoRA dot_general, enabling LoRA to be applied to a wider range of model architectures. It also updates update_sharding and update_boxed to support jax.sharding.PartitionSpec, ensuring compatibility with modern JAX sharding APIs and aligning qwix with MaxText sharding requirements. Comprehensive unit tests are included to verify these enhancements. PiperOrigin-RevId: 892161072
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Consolidated qwix improvements for LoRA and sharding support.
This CL is for MaxText to provide support for N-dimensional kernels and batch dimensions in LoRA dot_general, enabling LoRA to be applied to a wider range of model architectures. It also updates update_sharding and update_boxed to support jax.sharding.PartitionSpec, ensuring compatibility with modern JAX sharding APIs and aligning qwix with MaxText sharding requirements. Comprehensive unit tests are included to verify these enhancements.