EPISODE · Jun 11, 2026 · 51 MIN
EP3: Making Training Fit on GPUs
from AI Without Illusions · host csbaby
The podcast will dive straight into the hardcore systems engineering of "Making Training Fit on GPUs," breaking down Data Parallelism, Tensor Parallelism, Pipeline Parallelism, and ZeRO/FSDP Sharding. As requested in your handoff note, it will skip all the basic Transformer and Attention explanations, focusing entirely on practical scenarios and using fun, relatable factory assembly line analogies to keep things engaging.
What this episode covers
The podcast will dive straight into the hardcore systems engineering of "Making Training Fit on GPUs," breaking down Data Parallelism, Tensor Parallelism, Pipeline Parallelism, and ZeRO/FSDP Sharding. As requested in your handoff note, it will skip all the basic Transformer and Attention explanations, focusing entirely on practical scenarios and using fun, relatable factory assembly line analogies to keep things engaging.
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EP3: Making Training Fit on GPUs
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