Software Engineer
Machine learning infrastructure that just works
Baseten provides all the infrastructure you need to deploy and serve ML models performantly, scalable, and cost-efficiently.
Software Engineer
We observe up to a 122% increase in tokens per second for Llama 3 after training custom Medusa heads and running the updated model with TensorRT-LLM
The TensorRT-LLM Engine Builder empowers developers to deploy extremely efficient and performant inference servers for open source and fine-tuned LLMs.
Running Mistral 7B in FP8 on H100 GPUs with TensorRT-LLM, we achieve best in class time to first token and tokens per second on independent benchmarks.
Quantizing ML models like LLMs makes it possible to run big models on less expensive GPUs. But it must be done carefully to avoid quality reduction.
Explore deploying the open-source Stable Diffusion model by Stability AI on Baseten. This walkthrough details the deployment process for those interested.
