Jsonformer Reviews

GitHub Actions Reviews

Jsonformer mentions (9)

• Show HN: LLMs can generate valid JSON 100% of the time

  How does this compare in terms of latency, cost, and effectiveness to jsonformer? https://github.com/1rgs/jsonformer. - Source: Hacker News / 11 months ago

• Show HN: LLMs can generate valid JSON 100% of the time

  I'm not sure how this is different than: https://github.com/1rgs/jsonformer or https://github.com/mkuchnik/relm or https://github.com/Shopify/torch-grammar Overall there are a ton of these logit based guidance systems, the reason they don't get tons of traction is the SOTA models are behind REST APIs that don't enable this fine-grained approach. Those... - Source: Hacker News / 11 months ago

• Ask HN: Explain how size of input changes ChatGPT performance

  You're correct with interpreting how the model works wrt it returning tokens one at a time. The model returns one token, and the entire context window gets shifted right by one to for account it when generating the next one. As for model performance at different context sizes, it's seems a bit complicated. From what I understand, even if models are tweaked (for example using the superHOT RoPE hack or sparse... - Source: Hacker News / 11 months ago

• LLMs for Schema Augmentation

  From here, we just need to continue generating tokens until we get to a closing quote. This approach was borrowed from Jsonformer which uses a similar approach to induce LLMs to generate structured output. Continuing to do so for each property using Replit's code LLM gives the following output:. - Source: dev.to / 12 months ago

• Doesn't a 4090 massively overpower a 3090 for running local LLMs?

  Https://github.com/1rgs/jsonformer or https://github.com/microsoft/guidance may help get better results, but I ended up with a bit more of a custom solution. Source: 12 months ago

GitHub Actions mentions (278)

• GitHub Release Action for the Python Package Index

  GitHub Actions are automated routines that run on GitHub's sandboxed virtual machine servers, called "runners", and are (probably) free for your Public open source projects! - Source: dev.to / 3 months ago

• Github Actions to deploy your Terraform code

  If you have chosen to host some of your codebases on Github, you should know that there is a built-in tool allowing you to implement CI/CD workflows, called Github Actions. - Source: dev.to / about 1 month ago

• Building the DevOps Pipeline

  To realize continuous integration in practice, we rely on version control systems(VCS) such as Git, code repositories such as GitHub, and build automation tools such as GitHub Actions. - Source: dev.to / about 2 months ago

• Level Up Your Projects with GitHub Actions & CI/CD

  GitHub, as one of the leading web-based Git repository hosting service, provides a powerful suite of CI/CD tools in the form of GitHub Actions. These are directly integrated into the platform which empowers developers to increase the speed, efficiency and reliability of delivering products. In this brief article, we will take a look at what CI/CD is, why we should use it, as well as some of its applications in my... - Source: dev.to / 2 months ago

• How to Manage Terraform with GitHub Actions

  GitHub Actions is a modern CI/CD tool integrated natively on GitHub. Itenables the rapid automation of build, test, deployment, and other custom workflows on GitHub with no need for external tools. - Source: dev.to / 2 months ago