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Building a scalable Search API that handles 200 million daily queries using hybrid retrieval and intelligent context curation for AI models

Ultra-fast cross-GPU model sync

Day‑0 support for GPT‑OSS on H200 by adapting ROSE with FP8, sink attention, and MoE optimizations

Separating prefill and decode across devices speeds up LLM inference and improves performance

Speculative decoding accelerates Sonar LLMs via draft model verification

Boosting Math Reasoning in LLMs with Reinforcement Learning and Smart Data Mixing

Multi-GPU deployment boosts MoE model performance on both speed and scale fronts simultaneously

An overview of portable Mixture-of-Experts (MoE) communication, focusing on optimizing GPU parallelism and reducing latency in large-scale AI models

Journey to 3200 Gbps