Uploaded October 2025 | Updated September 2026, 1 minute ago
Speakers: Jason Ansel, Oguz Ulgen, Will Feng
GPU MODE
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Lecture 82 Helion: A high-level DSL for ML kernels
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![[Live] ScaleML Series Day 2 — Efficient & Effective Long-Context Modeling for Large Language Models](https://i.ytimg.com/vi/PKYvAc9UZhk/mqdefault.jpg "[Live] ScaleML Series Day 2 — Efficient & Effective Long-Context Modeling for Large Language Models
Day 2: Efficient & Effective Long-Context Modeling for Large Language Models by Guangxuan Xiao.
Full Schedule: https://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.")
