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MindSpore @MindSporeOSS

Build a future-ready AI framework to create infinite possibilities over device, edge, and cloud scenarios. Join us to unleash the power of AI with MindSpore.

Joined December 2021
  • Tweets 873
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  • Followers 5,580
496 Photos and videos
⚡ Meet DVM — making dynamic compilation faster and lighter. With bytecode instead of machine code, DVM describes computations at runtime for efficient execution, now on #MindSpore. ☑️ Higher performance ☑️ Lower overhead Dive into the paper ↓ arxiv.org/abs/2603.24239
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Tired of choosing between memory efficiency and training speed? 🤔 With #MindSpore #HyperParallel × Llama Factory, #FSDP is now faster, easier, and ready for large-scale training. Try it now 👇 github.com/hiyouga/llamafact… #opensource #AI #GrowWithMindSpore #LlamaFactory
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Tell your autoregressive tracker where to look and how to describe with ARTrackV2 👀 A unified generative framework for target localization and appearance modeling — less complexity, more efficiency. Explore ARTrackV2 on #MindSpore 🚀 github.com/MIV-XJTU/ARTrack #MindSporeCaseStudy
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What happens between pure noise and a generated image? This #MindSpore Case Study walks through the core ideas behind #DDPM diffusion models — from theory to implementation👇mindspore.cn/tutorials/en/r2…
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#MindSpore 2.9 is bringing something innovative to automatic operator fusion ⚡ Meet Graph-Free Fusion ⬇️ Fewer constraints, higher performance, and easier optimization Plus, to better support it, DVM is now fully open-sourced. Dive in 👉 mindspore.cn/version-updates…
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Curious about #MindSpore 2.9? What's new for developers: ⚡ Faster dynamic graph execution with Graph-Free Fusion 🧩 More flexible custom ops and execution control 🖥️ Better large-scale training stability 🧪 New MindSpore Science agent system Get started: mindspore.cn/en
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👀 If you've been exploring quantum computing workflows... Scaling quantum simulation, exploring richer algorithms, and connecting to real hardware — #MindSpore Quantum 0.12.0 is here to make everything smoother. ⚛️ See what's new 👇 atomgit.com/mindspore/mindqu… #opensource
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Behind every growing mind is someone who always believed in it. 💙 𝓗𝓪𝓹𝓹𝔂 𝓜𝓸𝓽𝓱𝓮𝓻'𝓼 𝓓𝓪𝔂 to all the amazing moms, from #MindSpore.
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How can foundation models tackle multi-scale and multi-physics scientific computing? OmniArch comes with: ⚡ 1D-2D-3D joint pretraining ⚡ A novel PDE-Aligner ⚡ Strong in-context and zero-shot capabilities 👇Try it on #MindSpore openi.pcl.ac.cn/cty315/OmniA… #MindSporeCaseStudy
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🚀 A new chapter begins with #MindSpore 2.9 Not just an #AI framework upgrade — we're making model training faster ⚡ operator development easier 🛠️ and scientific workflows smarter 🧠 👉 Start exploring here mindspore.cn/install/en 📌 More feature deep dives coming soon!
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Scientific busywork shouldn't drain your creativity. 🔬 #MindSpore Science introduces: ☑️𝐒𝐤𝐢𝐥𝐥𝐬 0.1: ready-to-use capabilities gitcode.com/mindspore-lab/mi… ☑️𝐀𝐠𝐞𝐧𝐭 preview: autonomous task orchestration gitcode.com/mindspore-lab/mi… 👉Towards agent-driven scientific workflows.
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Struggling with Host-side lag or CPU chaos? 😵‍💫 See how far #MindSpore has come with CPU affinity. From scattered tricks → a complete runtime optimization system ⚙️ Built for real Host-bound workloads. Start optimizing👇 mindspore.cn/tutorials/en/ma… More to come in MindSpore 2.9 ✨
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From symmetric graphs to structural inclusion — the structure-inclusive similarity (SIS) improves GNN-based prediction of drug-target affinity. 💊 ➡️ More accurate, higher performance 👇Discover more and try it on #MindSpore academic.oup.com/bioinformat… #MindSporeCaseStudy
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Stop reloading weights and start serving! 🚀 Moving from model development to production? Our latest tutorial shows you how to deploy out-of-the-box #LLM capabilities using the vLLM-MindSpore Plugin. Scale your #AI today: mindspore.cn/tutorials/en/r2… #vLLM #MindSpore
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🧐 Why build a tool for every problem — when agents solve many? Built by the #MindSpore AKG SIG, AKG Agent is evolving into a general multi-agent collaboration framework — smarter, optimized for more #AI infra scenarios. Learn more 👇 gitcode.com/mindspore/akg/bl… #MindSporeMoments
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Model training, simplified. ☑️ #MindSpore Model Agent v0.1 turns years of #AI Infra know-how into skills — from environment checks to debugging and tuning, all in one place. Make training actually work: gitcode.com/mindspore-lab/mi… #MindSporeMoments
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Tired of your #LLM crying OOM on a single card? 😫 #MindSpore has the cure—build a #parallel LLM network! Slice & dice #Qwen2 with tensor parallelism magic—no more #VRAM tears. 😎 Go parallel today 👇 mindspore.cn/tutorials/en/r2… #MindSporeTutorials #opensource #AI
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Bridging the gap between SNNs and ANNs — for high-performance object detection. Built on #MindSpore MindYOLO, SpikeYOLO rethinks: 🔹 SNN-friendly architecture 🔹 Integer training spike-driven inference ➡️ Higher accuracy, lower energy ⚡ Dive deeper 👇 link.springer.com/chapter/10…
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Today, #MindSpore Innovation Express pulls into Station 6 🚏 All aboard for our 6th birthday 🥳 New ideas, big breakthroughs, zero speed limits, and the ride ahead! 🚍 #MindSporeTurns6 #MindSporeMoments #opensource #dev #anniversary
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𝐌𝐚𝐫 𝟐𝟖 = something special 👀 #MindSpore is turning 6! 🎂 With @chaspark_com, we're bringing you a special live session exploring everything about #AI frameworks: the past, the present, and the future. Mark your calendar and join the celebration! 🎉 chaspark.com/#/live/12546311…
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