Modal
UnknownServerless AI infrastructure for inference, training, batch processing, and secure compute.
Información de la herramienta
¿Qué es Modal?
Modal is a code-defined cloud infrastructure platform for AI and data workloads. It lets teams run CPU-, GPU-, and data-intensive workloads, including model inference, training, batch processing, and isolated sandboxes.
Características principales
Serverless AI compute
Run CPU-, GPU-, and data-intensive workloads with sub-second cold starts and autoscaling.
Inference deployment
Deploy and scale inference for language models, audio, image and video generation, embeddings, and custom models.
Model training
Support fine-tuning, reinforcement learning, multi-node training, and parallel hyperparameter sweeps.
Secure sandboxes
Create programmatically scalable, secure, ephemeral environments for untrusted code and agent workloads.
Global GPU infrastructure
Access GPUs on demand across clouds and regions, with automated fleet health and scaling based on demand.
Observability and governance
Use integrated logging, visibility into functions, sandboxes, and containers, plus team controls, isolation, SOC2 and HIPAA support, and data residency controls.
Casos de uso
- #1
LLM inference
Run language models or inference engines on GPU hardware and scale capacity with request demand.
- #2
Multimodal inference
Run image, video, audio, embedding, and custom-model workloads with configurable frameworks and hardware.
- #3
Batch processing
Run evaluations, embeddings, re-ranking, and dataset generation in parallel across GPUs.
- #4
Fine-tuning
Perform SFT, LoRA, and full fine-tuning on supported GPU configurations.
- #5
AI coding agents
Create isolated development sandboxes with custom images and dependencies for coding agents.
- #6
Reinforcement learning
Run concurrent trajectories and rollout environments alongside training and inference infrastructure.
Planes de precios
Pricing is not clearly published in the provided official-source facts.
Alternativas
Preguntas frecuentes
What is Modal?
What programming language does Modal support?
Can Modal run GPU workloads?
Does Modal support model fine-tuning?
Can Modal be used for AI coding agents?
What is Modal's pricing?
Modal Contacto y redes sociales
- Sitio web:
- Twitter
- YouTube
- LinkedIn
- GitHub
Reseñas
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