Databricks Mosaic Research

That’s a wrap for #NeurIPS2025. Thank you to everyone who stopped by our booth, attended our workshop and poster sessions, and joined us for our Networking event! 

Databricks is proud to be a Platinum sponsor at #NeurIPS2025. Stop by our booth (#1619) to meet the team, learn more about our latest research, and explore open roles. Read full details about our poster session and workshop, Networking event, and more in our blog: https://lnkd.in/g9X7Q8hR 

🚀 Databricks is excited to join #PyTorchConference2025 in San Francisco as a Silver Sponsor! Stop by our booth (S2) to meet the team, catch live demos, and explore how Databricks is helping developers scale PyTorch workloads faster than ever — with serverless GPUs, PEFT optimization for Llama, and the latest Mosaic AI innovations in action. Conference details 👉 https://lnkd.in/g5VmCAFu

Thank you to everyone who joined us at #COLM2025 and at our DevConnect Community Event! Stay connected with us and our latest research at: https://lnkd.in/gJVQtiVv

Databricks is proud to be a Gold sponsor at #COLM2025! Stop by our booth to connect with members of the team and learn more about our latest projects. Click here for more event details:  https://lnkd.in/gjSQFRDj

Thank you to everyone who joined us yesterday at the Databricks Networking Party at Mahony’s Tavern during #ICML2025! 🎉 Attendees connected with fellow conference-goers and the Databricks Research and Engineering team over great conversation, delicious appetizers and drinks, and unbeatable views of Vancouver! ⛰️🙌 #databricks #icml #vancouver

ICML 2025 is in full swing in Vancouver! 🎉 As you plan your week, be sure to join us for the Databricks Networking Party on Wednesday, July 16 from 6:00–8:30 PM PDT. 🤝 Meet and mingle with the Databricks Research & Engineering team 💬 Network with fellow ICML attendees in a fun, relaxed atmosphere 🥂Enjoy drinks and tasty appetizers Space is limited, so don’t forget to RSVP! ➡️ Register here: https://lu.ma/ce4a662p We look forward to seeing you there! 👋 #ICML2025 #Databricks #databricksresearch

We're kicking off 2025 with another Compound AI System Meetup with LanceDB in Mountain View on Jan 22! 🎉 Join us for a deep dive into AI infrastructure and insights from an all-star lineup: ✨ Lu Qiu ✨ Allison Wang ✨ Holden Karau ✨ Dr. Sharon Zhou Don't miss your chance to connect with experts in data and AI! 📍 Mountain View 📅 Jan 22, 6:30 PM - 9:00 PM 🔗 Save your spot: https://lu.ma/5ech3qaz

We're excited to share this blog post on Benchmarking Domain Intelligence: https://lnkd.in/dsca-rnW Evaluating your #AI solutions should be done with tests that match your actual use case. In our research, we observed that the tasks in the widely accepted academic benchmarks for AI system performance differ significantly from the tasks that drive business-relevant results. We developed the Domain Intelligence Benchmark Suite (DIBS) to help Databricks customers build better AI systems for their specific use cases, and to advance our research on models that can leverage domain intelligence. DIBS measures performance on datasets curated to reflect specialized domain knowledge and common enterprise use cases that traditional academic benchmarks often overlook. Thanks to the authors: Pallavi Koppol, Erica Ji Y., Kartik Sreenivasan, Yue (Andy) Zhang, Sam Havens, Michael Carbin, Matei Zaharia, Jonathan Frankle

We're back from Vancouver and #neurips2024. Thanks to all the #genai researchers, practitioners and international pop stars who joined us at our Databricks Mosaic AI social last Wednesday night!