Building a distributed training framework from first principles
Why it matters
Umar Jamil examines Building a distributed training framework from first principles. The publisher describes it as: “In this video, I'll build a distributed training framework from first principles using PyTorch.”. This is a creator-led account, not an independent rep…
Flash Attention derived and coded from first principles with Triton (Python)
Why it matters
Umar Jamil examines Flash Attention derived and coded from first principles with Triton (Python). The publisher describes it as: “I'll be deriving every operation we do in Flash Attention using only pen and "paper". Moreover, I'll explain CUDA and Triton f…
Coding a Multimodal (Vision) Language Model from scratch in PyTorch with full explanation
Why it matters
Umar Jamil examines Coding a Multimodal (Vision) Language Model from scratch in PyTorch with full explanation. The publisher describes it as: “Full coding of a Multimodal (Vision) Language Model from scratch using only Python and PyTorch.”. Thi…
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