Modal
The serverless cloud infra for AI, ML, and data applications
Có mức miễn phí 179 Views cập nhật:
Đây là gì Modal ?
Run or deploy machine learning models, massively parallel compute jobs, task queues, web apps, and much more, without your own infrastructure.Tình huống sử dụng của Modal là gì?
- Running generative AI models
- Large-scale batch jobs
- Job queues for data processing
- AI inference and fine-tuning
- Audio transcription and processing
- Image, video, and 3D data analysis
- Sandboxing code for testing and development
Đặc điểm nổi bật của Modal là gì?
- Serverless platform designed for AI and data teams
- Fast cold boot times with optimized container file system
- Seamless autoscaling to handle traffic spikes
- Custom runtime environment for deploying models
- No need for Dockerfiles or YAML; everything is expressed in code
- Real-time observability for monitoring executions, logs, and metrics
- Secure workloads with gVisor runtime and SOC 2 compliance
- Pay-as-you-go pricing model based on actual compute usage
- Free compute credits for startups and academic researchers
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