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94 Results
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Workshop
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Supervised Fine-Tuning of Large Language Models on Human Demonstrations Through the Lens of Memorization Yubin Ge · Devamanyu Hazarika · Yang Liu · Mahdi Namazifar |
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Workshop
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MinT: Boosting Generalization in Mathematical Reasoning via Multi-View Fine-Tuning Zhenwen Liang · Dian Yu · Xiaoman Pan · Wenlin Yao · Qingkai Zeng · Xiangliang Zhang · Dong Yu |
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Workshop
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Heterogeneous LoRA for Federated Fine-tuning of On-device Foundation Models Yae Jee Cho · Luyang Liu · Zheng Xu · Aldi Fahrezi · Matt Barnes · Gauri Joshi |
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Workshop
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AutoFT: Robust Fine-Tuning by Optimizing Hyperparameters on OOD Data Caroline Choi · Yoonho Lee · Annie Chen · Allan Zhou · Aditi Raghunathan · Chelsea Finn |
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Workshop
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Fine-tuning protein Language Models by ranking protein fitness Minji Lee · Kyungmin Lee · Jinwoo Shin |
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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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Parameter-Efficient Fine-Tune on Open Pre-trained Transformers for Genomic Sequence Huixin Zhan · Zijun Frank Zhang |
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Workshop
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Fine-tuned protein language models capture T cell receptor stochasticity Lewis Cornwall · Grisha Szep · James Day · S R Gokul Krishnan · David Carter · Jamie Blundell · Lilly Wollman · Neil Dalchau · Aaron Sim |
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Workshop
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#InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language Models Keming Lu · Hongyi Yuan · Zheng Yuan · Runji Lin · Junyang Lin · Chuanqi Tan · Chang Zhou · Jingren Zhou |
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Workshop
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Robot Fine-Tuning Made Easy: Pre-Training Rewards and Policies for Autonomous Real-World Reinforcement Learning Jingyun Yang · Max Sobol Mark · Brandon Vu · Archit Sharma · Jeannette Bohg · Chelsea Finn |
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Workshop
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Robot Fine-Tuning Made Easy: Pre-Training Rewards and Policies for Autonomous Real-World Reinforcement Learning Jingyun Yang · Max Sobol Mark · Brandon Vu · Archit Sharma · Jeannette Bohg · Chelsea Finn |
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Workshop
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Sat 9:42 |
[Paper-Oral 8] LoftQ: LoRA-Fine-Tuning-Aware Quantization for Large Language Models Yixiao Li · Yifan Yu · Chen Liang · Nikos Karampatziakis · Pengcheng He · Weizhu Chen · Tuo Zhao |