Web app
Modal
Modal is a serverless platform for AI and data teams to run CPU, GPU, and data-intensive compute at scale. It allows developers to bring their own code and deploy inference, training, batch processing, and sandboxes with sub-second cold starts and instant autoscaling.
- Platform
- Web app
- Categories
- AI Developer Tools
- Indexed
- 2024-02-19
About Modal
What is Modal
Modal is a high-performance AI infrastructure platform that provides a serverless environment for running CPU, GPU, and data-intensive workloads. It is designed for AI and data teams who want to deploy and scale AI applications without managing underlying infrastructure. With Modal, developers can write code in Python and ship to the cloud using composable primitives that specify everything from logic to hardware in one place. The platform offers sub-second cold starts, instant autoscaling from 0 to 1000+ GPUs, and a developer experience that feels local.
Key features
Modal offers several key features:
- AI-native runtime: Engineered for heavy AI workloads with super-fast autoscaling and containers that boot instantly.
- Elastic cloud capacity: Autoscale from 0 to 1000+ GPUs instantly, routing workloads across clouds and regions in real time.
- Production-ready observability: Integrated logging and full visibility into every function, sandbox, and container.
- Global GPU infrastructure: Access to a variety of GPUs (H100, A100, B200, etc.) distributed across clouds, with automated fleet health and scaling.
- Security and governance: Team controls, battle-tested isolation, SOC2 & HIPAA compliance, and data residency controls.
Use cases
Modal supports a wide range of AI workloads:
- Inference: Deploy and scale inference for LLMs, audio, image/video generation, with support for token streaming, WebSocket, and WebRTC.
- Training: Fine-tune open-source models on single or multi-node clusters, run reinforcement learning with thousands of concurrent trajectories, and access up to 128 B200s with high-speed networking.
- Sandboxes: Programmatically scale secure, ephemeral environments for running untrusted code, ideal for coding agents, background agents, and RL rollouts.
- Batch and async inference: Run evals, embeddings, re-ranking, and dataset generation at scale with thousands of GPUs in parallel.
Pricing
Modal offers $30 per month of free compute to get started. Specific pricing details for paid plans are not provided on the page, but users can get started with the free tier and contact sales for more information.
Questions
Modal FAQ
- What is Modal?
- Modal is an AI tool available as a web app in the AI Developer Tools category. Modal is a serverless platform for AI and data teams to run CPU, GPU, and data-intensive compute at scale. It allows developers to bring their own code and deploy inference, training, batch processing, and sandboxes with sub-second cold starts and instant autoscaling.
- What is Modal used for?
- Modal is filed under AI Developer Tools in the AITOOLIST index. Modal is a serverless platform for AI and data teams to run CPU, GPU, and data-intensive compute at scale. It allows developers to bring their own code and deploy inference, training, batch processing, and sandboxes with sub-second cold starts and instant autoscaling.
- Is Modal a web app, an extension or a native app?
- Modal is a web app.
Listed in the AITOOLIST index since 2024-02-19.