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Modal is a cloud platform designed to run AI and data workloads with a developer-focused, code-first experience. It offers a serverless runtime and an SDK that lets teams define compute, logic, and hardware in Python and ship to the cloud. Modal targets inference, training, batch jobs and sandboxed execution with features such as sub-second cold starts, instant autoscaling from zero, and global GPU capacity across H100s, A100s, A10Gs and other accelerators. The platform emphasizes production readiness with integrated observability, logging, and controls for teams, along with security and governance features that include isolation and compliance-oriented controls. Modal also supports single- and multi-node training, parallel hyperparameter sweeps, token streaming for low-latency online inference, and pay-by-the-second GPU usage to scale resources up and down as needed.
What this business offers
LLM and multi-modal inferenceFine-tuning and multi-node trainingProgrammatic sandboxes for isolated executionBatch and asynchronous jobsServerless runtime with Python SDKGlobal on-demand GPU fleetIntegrated observability and loggingSecurity and governance controls (isolation, SOC2/HIPAA)
Topics associated with this business
Serverless AI computeGPU on demand (H100, A100, A10G, B200)Autoscaling and scale-to-zeroLow-latency online inferenceMulti-node training and hyperparameter sweepsSecure sandboxes for untrusted codeBatch processing and embeddingsDeveloper-focused SDK and tooling
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