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Overview
Doubleword runs high-volume async and batch AI inference up to 90% cheaper than real-time APIs. OpenAI-compatible, for agents, evals and pipelines.
News
On-the-fly snapshot compression for elastic inference at scale
Accelerating snapshot-based model serving with on-the-fly LZ4 memory compression in CRIU.
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The case for disaggregated LLM serving
Three checkable conditions under which disaggregated prefill is never worse than aggregated serving, and the reasons it's usually better. Plus an inventory-theory model of traffic drift: cold starts, safety stock, and a map of the shocks a deployment can
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You Could Have Come Up With Kimi Delta Attention
Guide to the DeltaNet Family of linear attention mechanisms.
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NVLink, NVSwitch, and all that
Why scale-up links are fast and short, how NVSwitch grew the domain from a board to a rack, and what TPU, UALink, and scale-up Ethernet do differently.
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Reverse-engineering NVIDIA's cuda-checkpoint for faster cold starts
Freezing a live CUDA process to host memory and thawing it again, what the driver does - and doesn't - do to make that work, and how understanding that lets us restore CUDA processes up to 4x faster.
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