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This can enable you to resolve if DeepSeek is the precise device in your specific needs. Stanford University open sourced OctoTools, a brand new agentic framework optimized for reasoning and tool usage. OpenSourceWeek: Optimized Parallelism Strategies ✅ DualPipe - a bidirectional pipeline parallelism algorithm for computation-communication overlap in V3/R1 training. OpenSourceWeek: DeepGEMM Introducing DeepGEMM - an FP8 GEMM library that helps each dense and MoE GEMMs, powering V3/R1 coaching and inference. OpenSourceWeek: DeepEP Excited to introduce DeepEP - the first open-source EP communication library for MoE mannequin training and inference. 4, we see as much as 3× faster inference due to self-speculative decoding.