Skyflow’s Post

The new Mixtral-8x22B base model from Mistral AI is a total beast for fine-tuning and has produced some of the highest scores I've ever seen on chat benchmarks like IFEval and BBH 🤯 We teamed up with Argilla and KAIST AI to fine-tune it with a brand new recipe for Zephyr models 🪁: https://lnkd.in/dhAmb4c2 🧑🍳 Align the base model with Odds Ratio Preference Optimisation (ORPO). This novel algorithm does not require an SFT step to achieve high performance and is thus much more computationally efficient than methods like DPO and PPO 🦫 Use a brand new dataset of 7k high-quality, multi-turn preferences that has been developed by our friends at Argilla: https://lnkd.in/drPCMX4S As usual, we are open sourcing the training code in the Alignment Handbook for the community to build on: https://lnkd.in/dhDn9_fX This has been a epic speed run with Jiwoo Hong, Noah Lee, and Álvaro Bartolomé del Canto - now I can finally sleep 😂

Come meet us at IT Nation and learn how an AI data lake can make your company more profitable.

Today is the day! We’re extremely excited for our upcoming event, AI in Action: Driving Business Impact at Scale with Data and AI, starting at 10 a.m. EDT | 7 a.m. PDT | 3 p.m. BST | 7:30 p.m. IST. If you’ve already registered, click on the link below to join the event: https://lnkd.in/g6QWGM7Y A few important points to remember: 🔸Chrome is the optimal browser for this event. 🔸If you registered as a guest, please ensure to create a Whova account by clicking on “Sign up” 🔸Once signed up, log in with the same credentials. If prompted for an event invitation code, please enter: wf3l7thnrp 🔸Forgot your password? Simply click on “forgot password” to receive instructions on recovery from event-noreply@whova.io. Be sure to check your spam or junk folder if you don’t see it in your inbox. Still need to register? You can do so before the event starts here: https://lnkd.in/gDMpb247 We look forward to seeing you there!

LLMs RAG chunk size - is it too small and lacks relevant data or is it too large and includes unnecessary information? 🤯 This is where context enrichment comes into a play! 🌟 Instead of worrying about optimizing the chunk size, read Episode 3 of Pixion AI blog series and let our Franjo Mindek show you how to combine the benefits of both chunk sizes in a single solution. ➡️ https://bit.ly/4au7Z04 #PixionAiBlogSeries #LLM #RAG

Stay connected and informed with Zata's geolocation and AI voice notifications. Your data, your way! Click link in bio to get started! #ZataFeatures #DataInnovation

❓ How is ai revolutionizing our interaction with computers and information? ❓ Here are a few ways it's already happening: 🗣 Voice Assistants: Siri, Alexa, and Google Assistant enable hands-free operation and control through simple voice commands. 🤺 Personalization: AI tailors content and experiences to individual preferences, ensuring relevance and enhancing user satisfaction. 📈 Automation: Automate repetitive tasks, freeing up time for more complex and creative activities. 🍨 Enhanced User Experience: Adaptive interfaces create a seamless and intuitive interaction with technology. 🤖 Chatbots: Provide instant customer support, resolving queries in real-time and improving service efficiency.

User interfaces are a hack that shouldn't exist. And soon, they probably won't in many places. AI will change everything about how we interact with computers and information, and spoiler alert, it's not going to involve many visual interfaces. We're in the middle of a complete redefinition of how we interact with technology.

Stop by our booth or send me a message if you want to connect in person! Be sure to register for our session to learn more about Box AI!

LLMs are like big, centralized power plants for knowledge, but instead of electricity, they deal with information. At the same time, most businesses and organizations are still powered by humans manually typing in the data to simplify the computer's work. It is time to plan a connection to the power plant. We specialize in just that. Please take a sneak peek into an example from the health-tech sector.