Open-source ML is at it again! Introducing ColossalChat - an open-source solution for cloning ChatGPT with a complete RLHF pipeline. Here is what you need to know:

Happening now: Elon Musk, Yoshua Bengio, Stuart Russell, Yuval Noah Harari, Grady Booch, Andrew Yang🧢⬆️🇺🇸, Gary Marcus, and >1000 others (myself included) have called for a temporary pause on training AI models bigger than GPT-4. futureoflife.org/open-letter/pa…

Exactly! GPT4 in apps development lets you spend more time on "what?" and "why?" and less on "how?"

What is In-Context Learning (ICL)? It is a mysterious emergent behaviour in LLMs where a downstream task is well performed just by conditioning on input-output examples, without optimising any parameters. 👇 #machinelearning #deeplearning #prompting

We're launching a 🔥 series of #rstats events to keep ShinyConf vibes alive all year! 🎉 Thrilled to kick off with Pedro Coutinho Silva from Appsilon, sharing insights on boosting Shiny apps with web tech & new standards. Fellow #Shiny folks, pls retweet to help spread the word! 📢✨

🤖 AutoGPTs will be a game changer, and here's why: 1. They overcome GPT models' small context length by leveraging external memory 🧠 2. They simplify coding by removing the need to copy stuff to/from the console 💻 3. They could potentially pave the way for AGI 🤔

What if AI agents could write their own tools/plugins? Introducing 🧰 Toolkit: the easiest way to create & discover AI Plugins for 🦜📎LangChain and ChatGPT toolkit.club Just describe a plugin in natural language, and get working LangChain Code. ChatGPT coming soon!

Stop reading the text !!! Have a graphic dialogue with OpenAI’s #GPT4 with #Graphologue. It turns GPT4-generated text into interactive node-link diagrams in real-time. New Human-Computer Interaction #HCI research makes #AI easier to use. More at creativity.ucsd.edu/ai

Uses all the popular accoutrements such as LLaMA, LoRA, Langchain, etc.

🎉 Big news! Our #Data4Good project, Mbaza, made it to the Top 10 Outstanding AI Projects by IRCAI! It helps preserve animals in national parks in Africa. Catch our Head of AI, Jędrzej's live presentation in just a few mins: youtube.com/watch?v=N8p4ME… #SDG #Mbaza Appsilon

{data.validator} package lets you automate validation of the data your app relies on... and creates great-looking reports (in just a few lines of code!) We've just released a new version with a number of updates. #Rstats #Rshiny

Looking for tools to move your #RShiny application to the next level? Check out the #Rhinoverse - a family of #RStats packages built around {rhino}: rhinoverse.dev

🧬 We've successfully adapted the R Submissions Pilot 2 Shiny App submitted to the FDA to our latest framework - #Rhino 📊 Our open-source app (FDA pilot app) provides a groundbreaking example of an R/Shiny app that can be submitted to the FDA. 📖 appsilon.com/fda-clinical-t… #FDA

Optimizing #RShiny applications with webR is a game-changer 🤯 By leveraging browser-based computation, we witness a significant reduction in server load and enhanced responsiveness. Dive deeper into the technical insights: appsilon.com/bringing-webr-… #webR #RStats

🚀 Guess what? 🚀 {shiny.emptystate} has just landed on CRAN! 🎊 Meet a new member of #Rhinoverse and learn how to easily manage situations when there is nothing (yet) to show in your #RShiny application. Check the documentation to learn more: appsilon.github.io/shiny.emptysta… #RStats

Who says Posit PBC Connect is just for #RStats 📊 and #Python 🐍? Our team has paved the way for #Rust 🦀 #Actix APIs. Learn more: appsilon.com/deploy-rust-ap… 🚀 #TechInnovation

💡Here is a list of really cool Shiny apps for Pharma and Biotech: go.appsilon.com/pharma-apps We've recently launched these two: FDA-Pilot-App: go.appsilon.com/fda-clinical-t… Drug Interactions App: go.appsilon.com/f 📩Contact us to collaborate on 🤖Machine Learning🤖 projects!

This is huge! Joe Cheng announced Shinylive for R at #positconf2023 🔥 Now you can: 1. Convert Shiny to static HTML/CSS/JS/wasm 2. Write Shiny apps directly in a browser 3. Embed Shiny as Quarto code chunks in other webapps #rshiny #rstats #positconf

Another huge release on the long-context LLMs front: Introducing Giraffe 70B, an open-source LLM fine-tuned from base Llama 2 with context length extended to 32K. The Abacus.AI team conducted an evaluation of the model assessing performance over long contexts. The 70B model

Had a chance to talk to Kamil Zyla, who just released Rhino 1.9. I asked him what are the biggest updates in the recent releases. Rhino revolutionizes building R Shiny apps for enterprise. Best programming practices, automates them in code, adds modularity, easier maintenance.