Modal 서버리스 Gpu

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Modal Serverless GPU Comprehensive guide to running ML workloads on Modal's serverless GPU cloud platform. When to use Modal Use Modal when: Running GPU intensive ML workloads without managing infrastructure Deploying ML models as auto scaling APIs Running batch processing jobs (training, inference, data processing) Need pay per second GPU pricing without idle costs Prototyping ML applications quickly Running scheduled jobs (cron like workloads) Key features: Serverless GPUs : T4, L4, A10G, L40S, A100, H100, H200, B200 on demand Python native : Define infrastructure in Python code, no YAML Auto scaling : Scale to zero, scale to 100+ GPUs instantly Sub second cold starts : Rust based infrastr…