ML models
Deploying and using Stable Diffusion XL 1.0
Deploy Stable Diffusion XL 1.0 for free to generate images from text prompts and invoke Stable Diffusion with the Baseten Python client.
ML models
Models We Love: July 2023
An in-depth look at open source foundation models, both LLMs and image models: Llama 2 from Meta and Microsoft, FreeWilly1 and FreeWilly2 from Stability AI, SDXL 1.0 (Stable Diffusion XL) also from Stability AI, LayoutLM Document QA from Inspira, and NSQL 350M from Number Station.
Product
Model autoscaling features on Baseten
Autoscaling is the ability of your machine learning model to automatically spawn more replicas or terminate replicas in response to the amount of incoming traffic. Baseten employs a robust series of autoscaling features, including scale to zero and cold starts.
Product
Models We Love: June 2023
An in-depth look at open source foundation models, primarily LLMs. Falcon-7B and Falcon-40B from TII, WizardLM from Microsoft and Peking University, MusicGen from Meta, and MPT-7B from Mosaic.
Product
New in June 2023
LangChain adds Baseten integration, Falcon soars to the top of the LLM leaderboard
Hacks & projects
Three techniques to adapt LLMs for any use case
Prompt engineering, embeddings, vector databases, and fine-tuning are ways to adapt Large Language Models (LLMs) to run on your data for your use case
Community
What I learned from my AI startup’s internal hackathon
See hackathon projects from Baseten for ML infrastructure, inference, user experience, and streaming
ML models
Deploy Falcon-40B on Baseten
Deploy Falcon-40B and Falcon-7B, top-ranked open-source LLMs on HuggingFace, to Baseten's production-ready ML infrastructure.
Product
Deploy open-source models in a couple clicks from Baseten’s model library
An explanation of how Baseten's model library works for deploying and serving popular open-source models.
