Companies & labs

UC Berkeley

University of California, Berkeley, US

10recordsFirst record 2017Latest Jul 25, 2025

Records 10

Newest first. Open one to see it with its source.

Jul 25, 2025Lakshya A Agrawal et al. (UC Berkeley, Stanford and others)

Argues that prompt evolution can compete with RL on sample efficiency

Jun 17, 2024Krista Opsahl-Ong et al. (Stanford, UC Berkeley and others)

The theoretical basis of DSPy's optimizers

May 20, 2024Berkeley and others

The beginning of open-source VLAs

Oct 12, 2023Charles Packer et al. (UC Berkeley)

The prototype of the out-of-context memory management line (later the memory tool and others)

Oct 5, 2023Omar Khattab et al. (Stanford, UC Berkeley and others)

A framework that shifted from writing prompts to compiling programs

Jul 6, 2023Nelson F. Liu et al. (Stanford, UC Berkeley, Samaya AI)

The first large-scale counterevidence to the assumption that you can simply put in a long context

Jun 20, 2023UC Berkeley

Manages the KV cache like OS paging, cutting memory waste to under 4%; the starting point of the open-source serving standard

Jan 28, 2022Lianmin Zheng et al. (UC Berkeley)

Automated the search for parallelization strategies. Redefined manual 3D parallelism tuning as a compilation problem

Mar 30, 2017Jun-Yan Zhu et al. (UC Berkeley)

A design that trains without paired data, lowering the data requirements of generative models

Mar 9, 2017Chelsea Finn, Pieter Abbeel, Sergey Levine (UC Berkeley)

Proposed architecture-agnostic meta-learning, opening up research on few-shot adaptation