
Introducing Databricks LakeFlow: A unified, intelligent solution for data engineering
A unified solution for data engineering with Databricks LakeFlow

MLow: Meta’s low bitrate audio codec
Introducing MLow: Meta’s new low-bitrate audio codec with superior quality at minimal computational complexity

UNC3944 Targets SaaS Applications
UNC3944's attacks target SaaS applications, exploiting SSO and abuse of Okta permissions, aiming for data theft and compromising virtual machines to evade detection.
Behind the metric: how we developed “Time Spent Learning Well”
Developing Time Spent Learning Well metric at Duolingo - optimizing learning alongside growth with a focus on valuable learning sessions

Vision language models: how LLMs boost image classification
Explore how contrastive vision language models boost image classification accuracy through differential descriptions and understanding VLM contours.

Vision language models: how LLMs boost image classification
Discovering how contrasting language models can enhance image classification performance

Improved Modelling of Federated Datasets using Mixtures-of-Dirichlet-Multinomials
Efficiently learn distribution of true clients for improved modelling of federated datasets using Mixtures-of-Dirichlet-Multinomials

Evaluating the IWSLT2023 Speech Translation Tasks: Human Annotations, Automatic Metrics, and Segmentation
Exploring human evaluation and automatic metrics for speech translation tasks in IWSLT2023 through robust evaluation strategy

Celebrating 10 years of Project Galileo
Celebrating 10 years of Project Galileo - A program providing free security services to independent journalists and nonprofit organizations supporting human rights and democracy worldwide.

How Meta trains large language models at scale
Optimizing large-scale model training infrastructure for GenAI at scale through hardware, software, networking, and storage innovations

Announcing the Winners of the 2024 Databricks Data Team Awards
Recognizing and celebrating data teams' innovative solutions in the 2024 Databricks Data Team Awards.

Maintaining large-scale AI capacity at Meta
Maintaining large-scale AI capacity at Meta: Insights into optimizing GPU training clusters and ensuring peak operational performance