Baseten

Key Information

Key Features

• Model inference automation
• Open-source models
• Basic logging
• Rest API & batch inference
• Model monitoring & logging
• Basic S3 & blob storage
• Basic 24/7 support
• Native models
• Priority compute access
• Dedicated high-speed GPUs
• Automated scaling
• High availability
• Dedicated 24/7 support
• Advanced security & compliance
• Private network
• Fully managed services
• Custom solutions

Pricing

• Our Cloud: Free
• Your Cloud: Contact for pricing
• Hybrid: Contact for pricing

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What is Baseten?

Baseten is a platform designed to simplify the deployment and management of AI models in production environments. It offers a range of features that help developers automate model inference, ensuring high performance and low latency. This platform is particularly useful for companies looking to scale their AI operations efficiently.

Baseten provides tools for managing model performance, ensuring that AI models are optimized for latency, throughput, and cost efficiency. It also supports multi-cloud deployments, allowing users to avoid vendor lock-in and utilize existing cloud commitments effectively. The platform is designed with security in mind, offering HIPAA and GDPR compliance, along with SOC 2 Type II certification.

Features

• Model Inference Automation: This feature allows users to automate the process of running AI models in production, reducing manual effort and ensuring consistent performance.
• Open-Source Models: Baseten offers access to open-source models, which can be easily integrated into the platform for quick deployment.
• Basic Logging: Users can track basic logs to monitor model performance and troubleshoot issues.
• Rest API & Batch Inference: The platform supports REST APIs for easy integration and batch inference for handling large datasets.
• Model Monitoring & Logging: Advanced monitoring tools help track model performance in real-time, enabling quick adjustments.
• Basic S3 & Blob Storage: Users have access to basic storage options for storing model data.
• Basic 24/7 Support: Baseten provides basic support around the clock for immediate assistance.
• Native Models: Users can deploy native models on an individual pay basis, offering flexibility in model selection.
• Priority Compute Access: Priority access to compute resources ensures that models receive the necessary processing power.
• Dedicated High-Speed GPUs: Dedicated GPUs enhance model performance by providing high-speed processing capabilities.
• Automated Scaling: The platform automatically scales models to meet demand, ensuring high availability and efficiency.
• High Availability: Baseten ensures that models are always available, even during peak usage times.
• Dedicated 24/7 Support: Advanced support options provide dedicated assistance for complex issues.
• Advanced Security & Compliance: The platform offers advanced security features, including compliance with major regulations.
• Private Network: Users can deploy models on a private network for enhanced security.
• Fully Managed Services: Baseten offers fully managed services for seamless model deployment and maintenance.
• Custom Solutions: The platform allows for custom solutions tailored to specific business needs.

Pros

• Efficient Model Deployment: Baseten simplifies the process of deploying AI models in production.
• High Performance: The platform ensures low latency and high throughput for AI models.
• Cost Efficiency: Automated scaling and optimized resource allocation help reduce costs.
• Multi-Cloud Support: Users can deploy models across multiple cloud platforms, avoiding vendor lock-in.
• Advanced Security: Baseten offers robust security features, including compliance with major regulations.

Cons

• Complex Setup: For some users, setting up and configuring the platform might require technical expertise.
• Limited Free Features: The free version has limited features compared to paid plans.
• Custom Pricing: Pricing for advanced plans requires contacting the company, which may not be transparent for all users.

Baseten Pricing

• Our Cloud: This plan is free and includes model inference automation, open-source models, basic logging, REST API & batch inference, model monitoring & logging, basic S3 & blob storage, and basic 24/7 support.
• Your Cloud: This plan requires contacting Baseten for pricing. It includes everything in the basic plan plus native models on an individual pay basis, access to resources on request, priority compute access, dedicated high-speed GPUs, automated scaling, and high availability.
• Hybrid: Also requires contacting Baseten for pricing. It includes all features from the premium plan plus dedicated 24/7 support, advanced security and compliance, private network, fully managed services, and custom solutions.

Frequently Asked Questions

1. What functions does the freemium account of Baseten offer?

The freemium account, or "Our Cloud" plan, offers model inference automation, open-source models, basic logging, REST API & batch inference, model monitoring & logging, basic S3 & blob storage, and basic 24/7 support. This plan is ideal for users who want to test the platform's capabilities without committing to a paid subscription.

2. How does Baseten compare to similar tools?

Baseten stands out from other AI deployment platforms by offering a high degree of customization, multi-cloud support, and advanced security features. It also provides tools for optimizing model performance, which can be crucial for businesses looking to scale their AI operations efficiently.

3. What are the usage limits for the free plan?

The free plan does not have explicitly stated usage limits, but it is designed for basic model deployment and testing. For more advanced features or higher usage, users need to upgrade to paid plans.

4. What is the copyright license for models deployed on Baseten?

Baseten supports the deployment of open-source models, which are typically licensed under various open-source licenses. For proprietary models, users retain the copyright, but they should ensure compliance with any applicable licensing agreements.

5. What is the refund policy for Baseten?

Baseten's refund policy is not explicitly detailed on their website. Users should contact their support team for specific information regarding refunds or cancellations.

6. Are there any prerequisites for using Baseten?

To use Baseten effectively, users should have a basic understanding of AI model deployment and management. Technical expertise may be required for setting up and configuring advanced features.

7. Is Baseten available in multiple languages?

Baseten does not specify multilingual support on its website. The platform is primarily designed for technical users who are likely to be comfortable with English.

8. Can Baseten be used on multiple platforms?

Baseten supports deployment on multiple cloud platforms, including AWS and Google Cloud, allowing users to manage their AI models across different environments.

9. What are some outstanding features of Baseten?

One of the standout features of Baseten is its ability to automate model scaling and ensure high availability, which is crucial for maintaining consistent performance during peak usage times.

10. How can Baseten be used effectively?

To use Baseten effectively, users should start by deploying simple models on the free plan to understand the platform's capabilities. As needs grow, they can scale up to paid plans for more advanced features and support. Regular monitoring and optimization of model performance are also key to maximizing the benefits of the platform.