OngoingOnline · Tech · advanced · machine-learning, ai-agents, training
An online competition where teams of up to four optimize language models on AWS Trainium2 chips using custom NKI kernels within a strict 30-minute training window. Targeted at ML researchers and systems engineers, this event focuses on model architecture, kernel optimization, and
OngoingOnline · Tech · intermediate · python, postgresql, data-pipeline
An online competition where participants optimize data pipelines by transforming large JSONB datasets into normalized relational structures using Python and PostgreSQL. This free event targets developers and data engineers looking to improve their SQL and Python skills for a $100
OngoingOnline · Tech · advanced · ai, optimization, machine-learning
A global online competition focused on optimizing inference throughput for the MiniCPM5-2B large language model using distributed systems and low-level optimizations. Teams compete to improve latency and memory efficiency without sacrificing accuracy, utilizing frameworks like Fl
OngoingOnline · Tech · advanced · ai, optimization, inference
A free global competition for developers to optimize AI model performance and inference efficiency using the FlagOS stack and SGLang framework. Participants can compete individually or in teams of up to five to solve low-level operator and throughput challenges.
OngoingOnline · Tech · advanced · ai, llm, optimization
A global team-based competition to optimize SGLang AI inference kernels for multiple chips using Triton or Triton-TLE. Participants tackle over 200 performance challenges to improve LLM throughput and latency, competing for awards based on optimization breakthroughs and extreme p