Test on Nfero
Compare Qwen, visual, audio, RAG, and Token Plan routes before choosing a production path.
Deploy on Alibaba Cloud
Test models on Nfero, then take production to Alibaba Cloud.
Nfero stays payment-free and demo-focused. Alibaba Cloud handles subscriptions, production access, model hosting, scaling, and infrastructure choices.
Nfero may earn commission if you later purchase through a qualifying link, at no extra cost to you.
Call Model Studio
Use Alibaba Cloud API keys and model endpoints for application integration.
Scale with PAI-EAS
Move production inference into Alibaba Platform for AI services when teams need dedicated deployment control.
Plan compute
Use PAI-Lingjun and Alibaba AI infrastructure for larger training, inference, and enterprise workloads.
Production handoff
Compare first, then choose a production path.
Use Nfero to discover models and estimate routes, then confirm final terms, quotas, and production deployment choices inside Alibaba Cloud.
Open-source proof
Connect deployment pages to Alibaba inference projects.
MNN and RTP-LLM show the lower-level inference and edge AI story behind production deployment planning.