|
Expo Demonstration
|
Sun 9:00
|
Optimizing LLMs for Code: Fine-tuning Techniques & Architectures
Katherin Madche
|
|
|
Workshop
|
Sat 13:30
|
Limitations of Fine-Tuning for Aligning LLMs
David Krueger
|
|
|
Workshop
|
|
FinGPT: Democratizing Internet-scale Data for Financial Large Language Models
Xiao-Yang Liu · Guoxuan Wang · Hongyang Yang · Daochen Zha
|
|
|
Workshop
|
|
Platypus: Quick, Cheap, and Powerful Refinement of LLMs
Ariel Lee · Cole Hunter · Nataniel Ruiz
|
|
|
Affinity Workshop
|
|
Building Domain-Specific LLMs Faithful To The Islamic Worldview: Mirage or Technical Possibility?
Shabaz Patel · Mohamed Kane
|
|
|
Workshop
|
Sat 8:55
|
Jon Kleinberg: Fine-Tuning Games: Modeling the Ecosystem of Machine Learning Applications and their Development
|
|
|
Workshop
|
|
Get more for less: Principled Data Selection for Warming Up Fine-Tuning in LLMs
Feiyang Kang · Hoang Anh Just · Himanshu Jahagirdar · Yifan Sun · Yuanzhi Zhang · Rongxing Du · Anit Kumar Sahu · Ruoxi Jia
|
|
|
Workshop
|
|
PACuna: Automated Fine-Tuning of Language Models for Particle Accelerators
Antonin Sulc · Raimund Kammering · Annika Eichler · Tim Wilksen
|
|
|
Workshop
|
|
DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning
Zhengxiang Shi · Aldo Lipani
|
|
|
Workshop
|
|
Hazards from Increasingly Accessible Fine-Tuning of Downloadable Foundation Models
Alan Chan · Benjamin Bucknall · Herbie Bradley · David Krueger
|
|
|
Poster
|
Wed 15:00
|
BayesTune: Bayesian Sparse Deep Model Fine-tuning
Minyoung Kim · Timothy Hospedales
|
|
|
Poster
|
Tue 15:15
|
The Goldilocks of Pragmatic Understanding: Fine-Tuning Strategy Matters for Implicature Resolution by LLMs
Laura Ruis · Akbir Khan · Stella Biderman · Sara Hooker · Tim Rocktäschel · Edward Grefenstette
|
|
