🔥 MiniCPM Spark Program S1: Cost Optimization with MiniCPM

Can you make AI more efficient without making it less capable?

A bigger model isn’t always the best answer. Sometimes, smarter engineering choices can deliver the same results with lower cost and greater efficiency.

We’re inviting developers and researchers to share how they use MiniCPM to improve AI efficiency through three topics: Model & API Optimization, Edge-Cloud Collaboration, and Inference & Deployment Optimization.

Whether you’re building an open-source project, a product, or exploring new deployment practices, we want to hear your story.

🏆 Selected cases will receive:
Official showcase & promotion
Technical support & early access opportunities
Inclusion in the MiniCPM developer case library

🎁 Outstanding cases will also have a chance to win a Typeless Annual Membership.

📅 Campaign period: Aug 26 – Oct 14, 2026

Building with MiniCPM? Share your work and join the Spark Program 🔥

Submit here:
https://t.co/MYpGZz7lOl