LANTERN++: Enhancing Relaxed Speculative Decoding with Static Tree Drafting for Visual Auto-regressive Models

Microsoft coco: Common objects in context

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Gans trained by a two time-scale update rule converge to a local nash equilibrium

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Decoupled weight decay regularization

Ilya Loshchilov and Frank Hutter · 2019

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Language models are few-shot learners

Tom Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared D Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, Sandhini Agarwal, Ariel Herbert-Voss, Gretchen Krueger, Tom Henighan, Rewon Child, Aditya Ramesh, Daniel Ziegler, Jeffrey Wu, Clemens Winter, Chris Hesse, Mark Chen, Eric Sigler, Mateusz Litwin, Scott Gray, Benjamin Chess, Jack Clark, Christopher Berner, Sam McCandlish, Alec Radford, Ilya Sutskever, and Dario Amodei · 2020

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CLIPScore: A reference-free evaluation metric for image captioning

Jack Hessel, Ari Holtzman, Maxwell Forbes, Ronan Le Bras, and Yejin Choi · 2021

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Classifier-free diffusion guidance

Jonathan Ho and Tim Salimans · 2021

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Mistral 7b, 2023

Original

Albert Q. Jiang, Alexandre Sablayrolles, Arthur Mensch, Chris Bamford, Devendra Singh Chaplot, Diego de las Casas, Florian Bressand, Gianna Lengyel, Guillaume Lample, Lucile Saulnier, Lélio Renard Lavaud, Marie-Anne Lachaux, Pierre Stock, Teven Le Scao, Thibaut Lavril, Thomas Wang, Timothée Lacroix, and William El Sayed · 2023

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Fast inference from transformers via speculative decoding

Yaniv Leviathan, Matan Kalman, and Yossi Matias · 2023

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Llama: Open and efficient foundation language models, 2023

Original

Hugo Touvron, Thibaut Lavril, Gautier Izacard, Xavier Martinet, Marie-Anne Lachaux, Timothée Lacroix, Baptiste Rozière, Naman Goyal, Eric Hambro, Faisal Azhar, Aurelien Rodriguez, Armand Joulin, Edouard Grave, and Guillaume Lample · 2023

Cited alongside, same era.

Judging llm-as-a-judge with mt-bench and chatbot arena

Lianmin Zheng, Wei-Lin Chiang, Ying Sheng, Siyuan Zhuang, Zhanghao Wu, Yonghao Zhuang, Zi Lin, Zhuohan Li, Dacheng Li, Eric Xing, et al · 2023

Cited alongside, same era.

Laion coco: 600m synthetic captions from laion2b-en, 2022

Christoph Chuhmann, Andreas Köpf, Richard Vencu, Theo Coombes, and Romain Beaumont · 2024

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Break the sequential dependency of LLM inference using lookahead decoding

Yichao Fu, Peter Bailis, Ion Stoica, and Hao Zhang · 2024

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Lumina-mgpt: Illuminate flexible photorealistic text-to-image generation with multimodal generative pretraining, 2024

Original

Dongyang Liu, Shitian Zhao, Le Zhuo, Weifeng Lin, Yu Qiao, Hongsheng Li, and Peng Gao · 2024

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Autoregressive model beats diffusion: Llama for scalable image generation

Original

Peize Sun, Yi Jiang, Shoufa Chen, Shilong Zhang, Bingyue Peng, Ping Luo, and Zehuan Yuan · 2024

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Chameleon: Mixed-modal early-fusion foundation models

Original