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14 Results
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Workshop
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Scaling laws and Zipf's law in AlphaZero Oren Neumann · Claudius Gros |
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Workshop
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Selecting Large Language Model to Fine-tune via Rectified Scaling Law Haowei Lin · Baizhou Huang · Haotian Ye · Qinyu Chen · Zihao Wang · Sujian Li · Jianzhu Ma · Xiaojun Wan · James Y Zou · Yitao Liang |
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Workshop
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Scaling Laws for Downstream Task Performance of Large Language Models Berivan Isik · NATALIA PONOMAREVA · Hussein Hazimeh · Dimitris Paparas · Sergei Vassilvitskii · Sanmi Koyejo |
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Workshop
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A resource model for neural scaling laws Jinyeop Song · Ziming Liu · Max Tegmark · Jeff Gore |
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Workshop
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ON THE SCALABILITY OF GNNS FOR MOLECULAR GRAPHS Maciej Sypetkowski · Frederik Wenkel · Farimah Poursafaei · Nia Dickson · Karush Suri · Philip Fradkin · Dominique Beaini |
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Poster
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Tue 7:30 |
Scaling Laws for Associative Memories Vivien Cabannes · Elvis Dohmatob · Alberto Bietti |
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Poster
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Wed 1:45 |
Scaling Laws for Sparsely-Connected Foundation Models Elias Frantar · Carlos Riquelme Ruiz · Neil Houlsby · Dan Alistarh · Utku Evci |
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Workshop
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Scaling Laws for Downstream Task Performance of Large Language Models Berivan Isik · NATALIA PONOMAREVA · Hussein Hazimeh · Dimitris Paparas · Sergei Vassilvitskii · Sanmi Koyejo |
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Poster
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Wed 1:45 |
Scaling Laws of RoPE-based Extrapolation Xiaoran Liu · Hang Yan · Chenxin An · Xipeng Qiu · Dahua Lin |
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Workshop
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A Tale of Tails: Model Collapse as a Change of Scaling Laws Yunzhen Feng · Elvis Dohmatob · Pu Yang · François Charton · Julia Kempe |
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Workshop
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The Science of Data Filtering: Data Curation cannot be Compute Agnostic Sachin Goyal · Pratyush Maini · Zachary Lipton · Aditi Raghunathan · J Kolter |
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Workshop
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Selecting Large Language Model to Fine-tune via Rectified Scaling Law Haowei Lin · Baizhou Huang · Haotian Ye · Qinyu Chen · Zihao Wang · Sujian Li · Jianzhu Ma · Xiaojun Wan · James Y Zou · Yitao Liang |