engblogs

Unlock the potential of open-source LLMs by hosting your very own langchain+Falcon+Chroma application! Now, you can upload a PDF and engage in captivating Q&A sessions about its contents.

The blogpost discusses the impact of Generative AI and its placement on the Gartner AI Hype Cycle.

Improved navigation experience in Databricks UI for all users with changes impacting three surfaces.

All users can now establish a connection to Fivetran via Partner Connect.

A new open source dataset of Arctic images collected during a US Coast Guard science mission will assist in advancing naval mission planning and climate change studies.

Analyzing the mixing time of the Langevin Algorithm for log-concave sampling to its stationary distribution

Efficient and effective train-time pruning scheme, Parameter-free Differentiable Pruning (PDP), offers state-of-the-art qualities in model size, accuracy, and training cost.

Expanding the population for training language models using federated learning and differential privacy to improve model utility and training latency

The blogpost discusses the conformalization of sparse generalized linear models and the challenges of computing confidence sets in regression problems.

The blogpost discusses DUET, a proposed method for 2D structured and equivariant representations that maintain transformation-related information in multiview self-supervised learning.

Practical heuristics to improve performance of prefix-tree based algorithms for differentially private heavy hitter detection, utilizing aggregate and local differential privacy with an adaptive hyperparameter tuning algorithm and exploration of different data-selection schemes.

The blogpost explores UPSCALE, a technique that addresses the latency issues introduced by channel pruning in neural networks.