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KDA Teams Requesting Access for Kernel Agents
Hi Team,
I am Ligeng Zhu from NVResearch leading the KDA (Kernel Design Agents) project. We have successfully applied KDA and achieved
- 2026-07-02: KDA Leads top-1 the SOL Bench L1 Single Operation Track w/ Databricks, 2 weeks + 1 8xb200 to outperform the recursive ai
- 2026-07-02: KDA Help Fixing Numerical Issues on SGLang-Omni (LTX2.3 by 20%+ w/o accuracy loss on B200)
- 2026-06-05: KDA Boosts SGLang Development (12%~130% boost on B200)
- 2026-05-15: KDA Achieved Top3 Ranking at FlashInfer Kernel Contest.
We are very exicted to explore the agentic driven kernel programming and have witness so many success real-world E2E speedup in production. I have a strong feeling most kernels will be written by agents from 2026, and hf kernel community is definitely the ideal place to host the kernels. Can you plz grant the access our KDA team? Huggingface ID: humanfia-lab
appreciates!
Keep us posted about the kernels you publish on the Hub.
Mushi Nexus is an intelligent robotics platform designed for EV gigafactory environments. It combines AI-driven decision making, industrial automation, sensor integration, and machine coordination, and t support high-throughput manufacturing. The system is built to monitor factory conditions, optimize robot workflows, reduce downtime, and improve production efficiency across connected work cells, assembly lines, and logistics operations. It architecture can include edge computing, real time data processing, predictive maintenance, vision systems, and adaptive control logic for scalable deployment. Mission statement Mushi Nexus AI exists to power the next generation of EV manufacturing through smart connected robotics. Our mission is to help gigafactories operate faster, safer, and more efficiently by unifying intelligence, automation, and precision into one adaptive platform.
@Ligeng-Zhu would it make sense to create a shared channel on Slack to collaborate better? It'd also be a good opportunity for us to get feedback on the Kernels project :)
just putting out some feelers , sounds good cool ...