Ideas for building
better software.

More flexible Environment Variables in Edge Functions and Middleware

This changelog entry is historical. Edge Functions are deprecated for new projects. Use with the Node.js runtime and . Use for request-time routing before a response completes.Note:Vercel FunctionsFluid computeRouting Middleware You now have more flexible access and improved limits for environment variables from and :functions using the Edge RuntimeRouting Middleware to learn more.Check out the documentation Read more The max environment variable size is now 64KB instead of 5KB, .same as V

Making LLMs even more accessible with bitsandbytes, 4-bit quantization and QLoRA

Hugging Face Collaborates with Microsoft to launch Hugging Face Model Catalog on Azure

Hugging Face and IBM partner on watsonx.ai, the next-generation enterprise studio for AI builders

🐶Safetensors audited as really safe and becoming the default

Instruction-tuning Stable Diffusion with InstructPix2Pix

Integrate Remix session storage with your Vercel KV database

The release of v1.16.0 introduces a new function, , which allows you to integrate your session storage with your Vercel KV database in a few lines of code.@vercel/remixcreateKvSessionStorage()Remix Upgrade to v1.16.0 to get started. @vercel/remix to learn more about storage with Vercel KV.Check out the documentation Read more

PlanetScale is now available on the Google Cloud Marketplace

Our goal at PlanetScale is to make it as easy as possible for developers around the world to adopt a serverless database, reduce their development time, cut back on the ongoing database-related maintenance costs, and provide the best workflow for managing schema changes. In an effort to make our platform even more accessible, we’re excited to share that we are officially available on the Google Cloud Marketplace. With our availability on Google Cloud Marketplace, we are significantly extending o