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    Modal

    The serverless cloud infra for AI, ML, and data applications

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    Infrastructure Tools Cloud Computing Platforms

    O que é Modal ?

    Run or deploy machine learning models, massively parallel compute jobs, task queues, web apps, and much more, without your own infrastructure.

    Quais são os cenários de uso do Modal?

    1. Running generative AI models
    2. Large-scale batch jobs
    3. Job queues for data processing
    4. AI inference and fine-tuning
    5. Audio transcription and processing
    6. Image, video, and 3D data analysis
    7. Sandboxing code for testing and development

    Quais são os destaques da característica do Modal?

    1. Serverless platform designed for AI and data teams
    2. Fast cold boot times with optimized container file system
    3. Seamless autoscaling to handle traffic spikes
    4. Custom runtime environment for deploying models
    5. No need for Dockerfiles or YAML; everything is expressed in code
    6. Real-time observability for monitoring executions, logs, and metrics
    7. Secure workloads with gVisor runtime and SOC 2 compliance
    8. Pay-as-you-go pricing model based on actual compute usage
    9. Free compute credits for startups and academic researchers