1+ day, 16+ hour ago  (1150+ words) Running it at production scale requires the same class of hardware as Deep Seek-V3: multi-GPU H100 or H200 clusters with NVLink interconnects, FP8 precision for practical VRAM fit, and serving frameworks that handle Mo E expert routing efficiently. Z. ai has released several model…...

2+ mon, 3+ week ago  (920+ words) Most AI engineers and technical leads know which model they want to run. The problem isn't model selection. It's the operational overhead between "we picked a model" and "it's serving production traffic." For a team at a startup or mid-size…...

2+ mon, 3+ week ago  (838+ words) If you're an AI engineer, researcher, or startup team member, you probably already know what model you want to run and what hardware it needs. The blocker is getting that hardware provisioned fast enough to keep your project on schedule....