Day 4 of #OpenSourceWeek: Optimized Parallelism Strategies ✅ DualPipe - a bidirectional pipeline parallelism algorithm for computation-communication overlap in V3/R1 training. 🔗 https://lnkd.in/gurXyTVe ✅ EPLB - an expert-parallel load balancer for V3/R1. 🔗 https://lnkd.in/giPt92JG 📊 Analyze computation-communication overlap in V3/R1. 🔗 https://lnkd.in/gubSQfMP
great
3 repo's in 1 day! thats cool!
awesome！
DualPipe’s bidirectional pipeline parallelism and EPLB’s expert parallel load balancing are game-changers for V3/R1 training optimizing, computation communication overlap like never before. These advancements not only boost efficiency but also push the boundaries of scalable AI. Kudos to the #DeepSeek team for driving progress and sharing these insights with the community. Let’s keep building the future.
Sounds like a smart technique to make algorithm "compute bound" for better utilization of GPU FLOPS for more efficient training.
Interesting
whoever changes the algorithms in AI faster to fractal wave non-linear ones will get super AI
Is R2 coming soon?
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1moThat's so very amazing, DeepSeek AI team! 🤩 🐳 🌟 ✨