Apply model performance research in production
Get blazing-fast inference with out-of-the-box performance optimizations
++++Gain a team of model performance engineers
Use featureful inference servers
Production-grade support for critical performance features is baked into our infra. Use speculative decoding, structured outputs, LoRAs, and more from day one.
Apply research in production
Our engineers apply the latest AI research and custom runtime optimizations in production, so you get high performance and cost-efficiency without the engineering effort.
Customize speed, cost, and quality
At Baseten, low latency and high throughput are a given, but you can also customize how you balance performance, cost-efficiency, and output quality to meet your exact needs.
++++Get rapid inference with built-in optimizations
Automatic TensorRT runtime builds
Leverage optimized TensorRT runtimes in minutes (vs. hours), with full support for dynamic GPU allocation, FP8 quantization, structured output, and more.
We also maintain full support for inference frameworks including vLLM, TGI, TEI, and SGLang.
NVIDIA Hopper GPUs
While you can use many different GPUs on Baseten, we also ensure plentiful availability of H100s, H200s, GH200s, and H100 MIGs (multi-instance GPUs) for efficient model serving, especially with TensorRT.
Production-ready speculative decoding
We natively support speculative decoding and self-speculative techniques like Medusa and Eagle. With the model orchestration fully abstracted, you can fine-tune parameters or leverage pre-built configs directly,
Ultra-low-latency compound AI
Chain any number of models and processing steps together using Baseten Chains. With custom hardware and autoscaling per step, we’ve seen processing times halved and GPU utilization improved 6x.
Performance engineering for the next generation of AI products
Inference for custom-built LLMs could be a major headache. Thanks to Baseten, we’re getting cost-effective high-performance model serving without any extra burden on our internal engineering teams. Instead, we get to focus our expertise on creating the best possible domain-specific LLMs for our customers.
- 70B parameter custom LLM
- 60% higher TPS
- 35% lower cost per million tokens
Get started
Optimized inference on Baseten
Compare GPUs
Check out our detailed GPU benchmarks on our blog, featuring tailored recommendations for different use cases.
Try the fastest Whisper transcription
Baseten engineers built the fastest, most accurate, and cost-efficient Whisper transcription available.
Deploy an open-source model
Get a feel for the Baseten UI and inference capabilities by deploying popular open-source models directly from our Model Library.
