GitHub - ShishirPatil/gorilla: Gorilla: An API store for LLMs
🎉 Berkeley Function Calling Leaderboard How do models stack up for function calling? 🎯 Releasing the Berkeley Function Calling Leaderboard. Read more in our Release Blog. 🏆 Gorilla OpenFunctions v2 Sets new SoTA for open-source LLMs 💪 On-par with GPT-4 🙌 Supports more languages 👌 Blog. 🔥 Gorilla OpenFunctions is a drop-in alternative for function calling! Release Blog 🟢 Gorilla is Apache 2
A Berkeley View of Systems Challenges for AI
A Berkeley View of Systems Challenges for AI Ion Stoica Dawn Song Raluca Ada Popa David A. Patterson Michael W. Mahoney Randy H. Katz Anthony D. Joseph Michael Jordan Joseph M. Hellerstein Joseph Gonzalez Ken Goldberg Ali Ghodsi David E. Culler Pieter Abbeel Electrical Engineering and Computer Sciences University of California at Berkeley Technical Report No. UCB/EECS-2017-159 http://www2.eecs.ber
[1812.03651] Serverless Computing: One Step Forward, Two Steps Back
Serverless computing offers the potential to program the cloud in an autoscaling, pay-as-you go manner. In this paper we address critical gaps in first-generation serverless computing, which place its autoscaling potential at odds with dominant trends in modern computing: notably data-centric and distributed computing, but also open source and custom hardware. Put together, these gaps make current
Distinctly Berkeley Data Science Major Has Wide Appeal | CDSS at UC Berkeley
In Fall 2018, Data 8 started in Zellerbach Hall to give all interested students a chance to learn about the course. With 780 students filing pre-declarations as soon as they became available earlier this fall, UC Berkeley’s new Data Science major is on the way to quickly becoming one of the most popular on campus. Designed through collaboration across diverse disciplines, the Bachelor of Arts in D
RISE Camp – RISE Camp
RISE Camp is a bootcamp organized by the UC Berkeley RISELab where you can get exposure to research and hands-on experience with systems and technologies for emerging AI applications including reinforcement learning, prediction serving, agile ML development, context management, and AI security. RISE Camp will be virtual once again (due to Covid concerns) November 5, 2021, 9:00am- 4
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Gorilla: Large Language Model Connected with Massive APIs
Dr. Joseph Gonzalez, UC Berkeley: Creating Gorilla and Language Models that Can Call APIs
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Aditya Parameswaran
Doris Xin
Paper summary. A Berkeley view of systems challenges for AI
A Berkeley View of Systems Challenges for AI
https://www2.eecs.berkeley.edu/Pubs/TechRpts/2018/EECS-2018-29.pdf
Jelani Nelson
Cloud Programming Simplified: A Berkeley View on Serverless Computing
MET Program - Berkeley Engineering
datascience@berkeley
The Crossroads of AI and Database Algorithms: Query Optimization
“Full Stack” Data Science at Stitch Fix (Data Dialogs 2017)
DS100 Spring 2017