Summary of Flexcap: Describe Anything in Images in Controllable Detail, by Debidatta Dwibedi et al.
FlexCap: Describe Anything in Images in Controllable Detailby Debidatta Dwibedi, Vidhi Jain, Jonathan Tompson, Andrew…
Summary of Dipaco: Distributed Path Composition, by Arthur Douillard et al.
DiPaCo: Distributed Path Compositionby Arthur Douillard, Qixuan Feng, Andrei A. Rusu, Adhiguna Kuncoro, Yani Donchev,…
Summary of Alignment Studio: Aligning Large Language Models to Particular Contextual Regulations, by Swapnaja Achintalwar et al.
Alignment Studio: Aligning Large Language Models to Particular Contextual Regulationsby Swapnaja Achintalwar, Ioana Baldini, Djallel…
Summary of Leveraging Prototypical Representations For Mitigating Social Bias Without Demographic Information, by Shadi Iskander et al.
Leveraging Prototypical Representations for Mitigating Social Bias without Demographic Informationby Shadi Iskander, Kira Radinsky, Yonatan…
Summary of Bifurcated Attention: Accelerating Massively Parallel Decoding with Shared Prefixes in Llms, by Ben Athiwaratkun et al.
Bifurcated Attention: Accelerating Massively Parallel Decoding with Shared Prefixes in LLMsby Ben Athiwaratkun, Sujan Kumar…
Summary of Human Alignment Of Large Language Models Through Online Preference Optimisation, by Daniele Calandriello et al.
Human Alignment of Large Language Models through Online Preference Optimisationby Daniele Calandriello, Daniel Guo, Remi…
Summary of Language Models Scale Reliably with Over-training and on Downstream Tasks, by Samir Yitzhak Gadre and Georgios Smyrnis and Vaishaal Shankar and Suchin Gururangan and Mitchell Wortsman and Rulin Shao and Jean Mercat and Alex Fang and Jeffrey Li and Sedrick Keh and Rui Xin and Marianna Nezhurina and Igor Vasiljevic and Jenia Jitsev and Luca Soldaini and Alexandros G. Dimakis and Gabriel Ilharco and Pang Wei Koh and Shuran Song and Thomas Kollar and Yair Carmon and Achal Dave and Reinhard Heckel and Niklas Muennighoff and Ludwig Schmidt
Language models scale reliably with over-training and on downstream tasksby Samir Yitzhak Gadre, Georgios Smyrnis,…
Summary of Mechanics Of Next Token Prediction with Self-attention, by Yingcong Li et al.
Mechanics of Next Token Prediction with Self-Attentionby Yingcong Li, Yixiao Huang, M. Emrullah Ildiz, Ankit…
Summary of Knowcoder: Coding Structured Knowledge Into Llms For Universal Information Extraction, by Zixuan Li et al.
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extractionby Zixuan Li, Yutao Zeng, Yuxin…
Summary of Chronos: Learning the Language Of Time Series, by Abdul Fatir Ansari et al.
Chronos: Learning the Language of Time Seriesby Abdul Fatir Ansari, Lorenzo Stella, Caner Turkmen, Xiyuan…