Solutions
Starting from one storage tier, we work upward into inference-stack software and downward into datacenter planning and construction. Each line of work points to specific report IDs.
Updated
Cut the waiting first, then talk about adding GPUs. At 20 model switches per hour, effective compute utilization rises from 46.7% to 62.8%R1.
From a 128-GPU joint test to a thousand-GPU datacenter, we deliver plans you can recompute: network BOM, three-tier storage with KV tiering, power and PUE, and TCO are all modeled in Python for you to rerun with your own parameters.
We change the inference stack at source level and hand the changes over as they are: the patch, the orchestration scripts and the raw data are all in R8R8.
Test jointly first, decide afterwards
Test jointly first, decide afterwards
Every engagement starts with a gated joint test of about 10 weeks. Four gates are passed in sequence; if one is missed, the project stops there, so you never pay for a benefit that was not demonstrated.
- Contact
- Wang Limin
- Phone
- +86 131 6181 8898
- mingxin@agentmail.to
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