Baseten Blog | Page 1
Create custom environments for deployments on Baseten
Test and deploy ML models reliably with production-ready custom environments, persistent endpoints, and seamless CI/CD.
Introducing canary deployments on Baseten
Our canary deployments feature lets you roll out new model deployments with minimal risk to your end-user experience.
Evaluating NVIDIA H200 Tensor Core GPUs for LLM inference
Are NVIDIA H200 GPUs cost-effective for model inference? We tested an 8xH200 cluster provided by Lambda to discover suitable inference workload profiles.
Export your model inference metrics to your favorite observability tool
Export model inference metrics like response time and hardware utilization to observability platforms like Grafana, New Relic, Datadog, and Prometheus.
Baseten partners with Google Cloud to deliver high-performance AI infrastructure to a broader audience
Baseten is now on Google Cloud Marketplace, empowering organizations with the tools to build and scale AI applications effortlessly.
Introducing Baseten Hybrid: control and flexibility in your cloud and ours
Baseten Hybrid is a multi-cloud solution that enables you to run inference in your cloud—with optional spillover into ours.
Building high-performance compound AI applications with MongoDB Atlas and Baseten
Using MongoDB Atlas and Baseten’s Chains framework for compound AI, you can build high-performance compound AI systems.
How to build function calling and JSON mode for open-source and fine-tuned LLMs
Use a state machine to generate token masks for logit biasing to enable function calling and structured output at the model server level.
Introducing function calling and structured output for open-source and fine-tuned LLMs
Add function calling and structured output capabilities to any open-source or fine-tuned large language model supported by TensorRT-LLM automatically.
The best open-source image generation model
Explore the strengths and weaknesses of state-of-the-art image generation models like FLUX.1, Stable Diffusion 3, SDXL Lightning, and Playground 2.5.
