Getting valid JSON from LLMs. Only one solution is good, others are bad: ❌ jsonformer: uses LLM to fill values in an empty JSON container github.com/1rgs/jsonformer ❌ instructor: tries multiple times hoping to get it right: github.com/jxnl/instructor ❎ outlines: restricts the

Build your own agent with open weights models + structured outputs by outlines gist: gist.github.com/alonsosilvaall…

The build a ReAct agent with structured outputs example was added to the Outlines cookbook: outlines-dev.github.io/outlines/cookb…

Is this the week we reach 8,000 ⭐️ and 100 contributors on outlines ? 🥹

⚡️ New example! Implementation of Chain of Thought using structured generation and llama.cpp by Alonso Silva (e/acc) 👇 outlines-dev.github.io/outlines/cookb…

⚡️ New example! Implementation of a ReAct agent 🤖 using structured generation and llama.cpp by Alonso Silva (e/acc) outlines-dev.github.io/outlines/cookb…

🏎️💨

👀

I'll be doing a workshop on Outlines at Open Data Science Europe in London on September 5th! If you're at the conference, it should be a fun hour session of hacking structured gen! Also happy to meet up with anyone while I'm around!

Outlines just reached 8,000 stars on GitHub. Thank you ♥️

Outlines is now integrated in LMDeploy 🔥 github.com/InternLM/lmdep…

Just watched this great intro to structured generation from Rémi 〰️, fantastic talk youtube.com/watch?v=aNmfvN…

Generate an infinite fake testimonials page using outlines 's structured generation and Jeremy Howard's FastHTML 👇 An example by Alonso Astroza 🤖 😍 github.com/aastroza/fasth…

We did something with Outlines

We did another thing

at Hyperlint , we've been experimenting with structured generation with Open Source models and have found nothing better than outlines Incredibly simple to get started and up and running to compare evals - worth checking out if you're doing structured generation

Hey if you've used outlines, can you go here and tell me what was annoying to you? I'm working on making Outlines as simple to use as possible github.com/dottxt-ai/outl…

We will soon sunset this account. Follows .txt for updates on Outlines!