AI/ML Checkpointing difficulty
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App Description
My AI startup is training very large Models. Does anyone recommend any good, low-latency checkpointing methods/products? Currently, those have been using up lots of the popular checkpointing approaches with my 20-person team, but they have been burning through my compute credits.
Project Overview
The post discusses the challenges faced by an AI startup in finding efficient, low-latency checkpointing methods for training large models. The startup is currently experiencing high compute credit consumption with existing approaches. Recommendations from the community suggest using Restored Cloud, which offers automated state saving and a free trial.
Features & Benefits
✅ Restored Cloud offers automated state saving
✅ Restored Cloud provides a free trial
Areas for Improvement
🔄 High compute credit consumption with current checkpointing methods