Lecture 75 [ScaleML Series] GPU Programming Fundamentals + ThunderKittens @GPUMODE
Lecture 75 [ScaleML Series] GPU Programming Fundamentals + ThunderKittens  @GPUMODE
Uploaded August 2025 | Updated September 2026, 3 hours ago
Speakers: William Brandon (Anthropic) and Simran Arora (ThunderKittens)

Full Schedule: scale-ml.org/bootcamp

The GPU MODE x Scale ML speaker series is a 5-day, online event hosted on the GPU MODE YouTube channel where top researchers in AI will talk about various architectural and system-level advances that are integrated into OpenAI’s frontier open-source model, GPT-OSS.

Each day will consist of ~2 hours of talks and discussions (around noon PST, may start at slightly different times each day so please check frequently), covering a different component of the evolving transformer stack—from quirks in the attention mechanism and positional encodings to quantization, MoEs, and custom GPU kernels.
Lecture 75 [ScaleML Series] GPU Programming Fundamentals + ThunderKittensLecture 56: Kernel Benchmarking TalesLecture 72: [ScaleML Series] Efficient & Effective Long-Context Modeling for Large Language ModelsBonus Lecture: AMD Developer ChallengeLecture 14: Practitioners Guide to TritonLecture 102: quartet v2Lecture 54: Small RL Models at the Speed of Light with LeanRLLecture 45: Outperforming cuBLAS on H100One Layer Deeper competitionScan at the speed of lightGPU MODE IRL 2024 KeynotesLecture 10: Build a Prod Ready CUDA library
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Lecture 75 [ScaleML Series] GPU Programming Fundamentals + ThunderKittens

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