Your data takes a whole journey before it reaches the model. 😼 See how #MindSpore Dataset handles it—from loading and transforms to efficient delivery in pipeline or lightweight mode. Dive in 👇 mindspore.cn/tutorials/en/r… #OpenSource #AI #DataProcessing #MindSporeTutorials

RLHF struggles with weak preference signals and verbose outputs. ☑️ And MWPO—a multi-weight preference strength and length optimization method built on #MindSpore—elevates RLHF with cleaner, shorter outputs. See the full paper: 👉 aclanthology.org/2025.findings-… #MindSporeCaseStudy

#Thanksgiving is a good time to say it out loud: we appreciate all the contributors, maintainers, and developers who help power the #MindSpore ecosystem all year long. 🦃✨ #opensource #AI ⠀　　几 ／⌒⌒⌒＼ ｜　｜ ｜ ｜<Happy Thanksgiving🍗🦃🍂🍁 ＼＿＿＿／

💡 Stop wrestling with messy compilation before #LLM training! #MindSpore makes it easy with enhanced #syntax, graph mode programming, and fused operators—built to supercharge your pipeline. ⚡ Speed up training today → mindspore.cn/tutorials/en/r… #OpenSource #AI

#MindSpore + #vLLM = smoother LLM inference ⚡ The vLLM-MindSpore Plugin brings MindSpore-powered #LLM #inference to the vLLM ecosystem with seamless API compatibility and high-performance deployment. Learn more 👉 github.com/mindspore-ai/v… #MindSpore101 #AI #OpenSource

🪄With distributed parallelism, #MindSpore helps you scale #AI training through data, model, optimizer, and pipeline parallelism—built to handle large models and datasets efficiently and smoothly. Learn the how-to in the tutorials 👇 mindspore.cn/tutorials/en/r… #MindSporeTutorials

Congrats to XJU student, Wang Yiquan! 🎉 His ICLR 2025 Workshop paper, powered by MindSpore, presents a framework generating dynamic Jackson Pollock-style art and securing its provenance via digital watermarking tied to NFT metadata. #AI 🔗openreview.net/forum?id=ZiLEU…

🎄✨ Tech meets #Christmas magic! Join us on Dec 25 for #MindSporeConference 2025 — unwrap the latest #AI breakthroughs, connect with innovators, and celebrate the season of sharing knowledge. Let's build the future of AI together! #holidayseason

🧐Want to run your #AI everywhere? Meet the #MindSpore Lite Conversion Tool! Flip your models into .mindir, .ms, or Micro SDK formats—fast, efficient, and ready to deploy. Cloud ✅ Edge ✅ Every device ✅ Dive in 👉 gitee.com/mindspore/mind… #MindSpore101 #opensource

MindSpore is powering breakthroughs in bioinformatics! 🧬 Nankai Uni researchers developed PCLT-PPI, a method for protein-protein interaction prediction. It excels at predicting unseen interactions, showing stronger robustness and generalization. 🔗 ieeexplore.ieee.org/abstract/docum…

✅ Smoother debugging, clearer errors, easier issue tracing. In #MindSpore, the dynamic graph mode (PyNative mode) helps you quickly pinpoint and troubleshoot problems as your model runs. 🔗 See how it works: mindspore.cn/tutorials/en/r… #MindSporeTutorials

#MindSporeLite = Tiny size, HUGE speed. 🤯 Get high-performance inference (concurrent/sequential), mixed precision, and APIs for Python, C/C++, and Java. Your next AI project starts here. Grab the code ➡️ github.com/mindspore-ai/m… #MindSpore101

📢 Save the date! #MindSporeConference 2025 is coming 📅 December 25 (UTC+8) 📍 Hangzhou International Expo Center, China One day, one community—come code and connect with fellow #MindSpore #devs. 👇Check out the agenda and follow us for more updates 👀 #OpenSource #AI

High-frequency sparsity and fixed-pattern truncation limit FNO-based PDE solvers. Here's the key: on #MindSpore, FreqMoE boosts accuracy through low-to-high frequency learning—while staying lightweight and efficient. 🔗Discover more: arxiv.org/abs/2505.06858 #MindSporeCaseStudy

Hit a wall with built-in operators? Break through with #MindSpore custom operators! 🚀 ✅ CPU, NPU, & GPU deployment ✅ CustomOpBuilder for library integration ✅ Hooks for capturing layer data & reverse gradients Dive into the tutorial: mindspore.cn/tutorials/en/r…

👀 A preview of the #MindSporeConference 2025 keynotes! We're bringing more than inspiring speeches—with sessions, workshops, and open discussions all happening on 𝐃𝐞𝐜𝐞𝐦𝐛𝐞𝐫 𝟐𝟓 (𝐔𝐓𝐂+𝟖). 📆 Mark your calendar—we'd love to have you in Hangzhou! #OpenSource #AI

／⌒丶､ ○-⊂二二⊃ 　 ( ⌒‐⌒ ) 　 /つ🎁O 　 しーＪ A little holiday surprise from us 🎁 👉 MindSpore Conference—happening today in Hangzhou. 🎄 Happy Holidays! #MindSpore #MindSporeConference #Holiday #OpenSource #Dev

📸 What's happening at #MindSporeConference 2025? The on-site vibe says it all! With #MindSpore, #AI ideas spark—talks to catch, demos to explore, and hands-on experiences to engage. Get involved and get inspired! 🔥 More highlights coming up—stick with us! #opensource