Jonathan Frankle
@jefrankle
Chief AI Scientist @Databricks via MosaicML. Leading @DbrxMosaicAI. PhD @MIT_CSAIL. BS/MS @PrincetonCS. DC area native. Making AI efficient for everyone.
ID: 2239670346
https://www.databricks.com/research/mosaic 10-12-2013 19:35:42
3,3K Tweet
17,17K Followers
696 Following
Function calling significantly enhances the utility of LLMs in real-world applications; however, evaluating and improving this capability isn't easy — and no one benchmark tells the whole story. Learn more about our approach in the latest blog from Databricks:
Would you share your friends’ emails for free pizza? A bunch of students did. Regardless of whether it means that people truly care about privacy, Jonathan Frankle thinks studies like this allow policymakers to make good decisions. mrkup.org/uAATP
It was amazing to reconnect with Ross Teixeira at The Markup to talk about tech policy and the great data intelligence work we're doing at Databricks. I feel very lucky to work at a place where what's good for business is the same as what's good for the world.
My new take on LoRA Learns Less & Forgets Less: 1. Authors added gate_proj, used a=2*rank from prev suggestions. Prev gap on LoRA doing worse shrinks 2. LoRA does well on diverse datasets like Tulu 3. Lots of nuggets in openreview.net/pdf?id=aloEru2… - great work Dan Biderman & team!
Some personal news: I'm thrilled to have joined @Databricks Databricks Mosaic Research as a Research Scientist last month, before I start as MIT faculty in July 2025! Expect increased investment into the open-source DSPy community, new research, & strong emphasis on production concerns 🧵.
Questions about the #DSPy roadmap? Meet the authors at the South Bay GenAI meetup in Mountain View this Thursday! Omar Khattab and Arnav Singhvi of Databricks, Krista Opsahl-Ong and Dilara Soylu of Stanford NLP Group, will be presenting. RSVP: meetup.com/gen-ai/events/…
Personal News: I started today at @Databricks Databricks Mosaic Research as a Research Scientist Intern in the Bay area! 🧑🏻💻 ✨ I'm excited to push research forward in the RAG team, build standardized benchmarks, and improve RAG-based evaluations. Anyone in SF, let's hangout and meet up! 🤝
I promise I've done other things since 2018!!! That said, neat looking paper, and cool to see my most recent work with Dan Biderman (first author) connected to my most notorious work. Just wish Databricks Slack wasn't so active every time "lottery ticket" is in a paper title.
Super excited to join Databricks Mosaic Research team Databricks Mosaic Research! Looking forward to solving important research challenges in foundation models with my amazing team members and unlocking their full potential to accurately solve real-world problems.
Huge congrats to Dr. Sara Hooker for defending her PhD! Sword will be in the mail shortly ⚔️