Aleksagordic
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Inside TPU and GPU Clusters: The Anatomy of Collective Communication
A deep dive into all-gather, reduce-scatter, all-reduce, and all-to-all communication on TPUs and GPUs.
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Inside the Transformer: The Life of a Token
A deep dive into a modern dense transformer: YaRN, hybrid attention, soft capping, QK normalization, FLOPs/token, cluster sizing, and more.
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From Oura Ring to Dataset: Analyzing and Visualizing a Year of Biometric Data
Visualizing and analyzing sleep, heart rate, HRV, activity, stress, and SpO2 data from the Oura Ring API.
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Inside NVIDIA GPUs: Anatomy of high performance matmul kernels
From GPU architecture and PTX/SASS to warp-tiling and deep asynchronous tensor core pipelines.
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Inside vLLM: Anatomy of a High-Throughput LLM Inference System
From paged attention, continuous batching, prefix caching, specdec, etc. to multi-GPU, multi-node dynamic serving at scale.
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