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Posts tagged "tensor-parallel"

January 27, 2026 undefined min read

Distributed LLM Training 08 - Tensor Parallel Basics: Splitting Computation Inside the Model

Once the model itself is too large for one device, data parallelism is no longer enough and layer-internal computation has to be split

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January 30, 2026 undefined min read

Distributed LLM Training 09 - Where Tensor Parallelism Actually Lives Inside a Transformer

Tensor parallelism becomes real when you map it onto QKV projections, attention output paths, and the two large MLP projections inside a transformer block

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