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106 Results
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Poster
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Tue 15:15 |
Composing Parameter-Efficient Modules with Arithmetic Operation Jinghan Zhang · shiqi chen · Junteng Liu · Junxian He |
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Poster
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Wed 8:45 |
Conditional Adapters: Parameter-efficient Transfer Learning with Fast Inference Tao Lei · Junwen Bai · Siddhartha Brahma · Joshua Ainslie · Kenton Lee · Yanqi Zhou · Nan Du · Vincent Zhao · Yuexin Wu · Bo Li · Yu Zhang · Ming-Wei Chang |
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Poster
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Tue 15:15 |
Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization Jeonghoon Kim · Jung Hyun Lee · Sungdong Kim · Joonsuk Park · Kang Min Yoo · Se Jung Kwon · Dongsoo Lee |
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Workshop
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Representative Subset Selection for Efficient Fine-Tuning in Self-Supervised Speech Recognition Abdul Hameed Azeemi · Ihsan Ayyub Qazi · Agha Ali Raza |
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Poster
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Wed 8:45 |
Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning Mitsuhiko Nakamoto · Simon Zhai · Anikait Singh · Max Sobol Mark · Yi Ma · Chelsea Finn · Aviral Kumar · Sergey Levine |
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Workshop
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Sat 13:30 |
Limitations of Fine-Tuning for Aligning LLMs David Krueger |
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Expo Demonstration
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Sun 9:00 |
Optimizing LLMs for Code: Fine-tuning Techniques & Architectures Katherin Madche |
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Workshop
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Sat 8:55 |
Jon Kleinberg: Fine-Tuning Games: Modeling the Ecosystem of Machine Learning Applications and their Development |
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Workshop
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Sat 12:30 |
SLoRA: Federated Parameter Efficient Fine-Tuning of Language Models Sara Babakniya · Ahmed Elkordy · Yahya Ezzeldin · Qingfeng Liu · Kee-Bong Song · Mostafa El-Khamy · Salman Avestimehr |
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Workshop
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PACuna: Automated Fine-Tuning of Language Models for Particle Accelerators Antonin Sulc · Raimund Kammering · Annika Eichler · Tim Wilksen |
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Workshop
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Hazards from Increasingly Accessible Fine-Tuning of Downloadable Foundation Models Alan Chan · Benjamin Bucknall · Herbie Bradley · David Krueger |
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Poster
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Wed 15:00 |
BayesTune: Bayesian Sparse Deep Model Fine-tuning Minyoung Kim · Timothy Hospedales |