LLMS

Vid2seq: Pretrained Visual Language Model for Video Description

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06 April 2023 2h21

(11/12) Vid2seq: A Pretrained Visual Language Model for Describing Multi-Event Videos
Authors: Antoine Yang, @NagraniArsha, Paul Hongsuck Seo, @antoine77340, @jponttuset, Ivan Laptev, Josef Sivic, @CordeliaSchmid pic.twitter.com/ZxPgJCxTIx
— Cohere (@cohere) 6 avril 2023

(11/12) Vid2seq: A Pretrained Visual Language Model for Describing Multi-Event Videos
Authors: Antoine Yang, @NagraniArsha
, Paul Hongsuck Seo, @antoine77340
, @jponttuset
, Ivan Laptev, Josef Sivic, @CordeliaSchmid

Scaling Expert Language Models with Unsupervised Domain Discovery

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06 April 2023 2h21

(9/12) Scaling Expert Language Models with Unsupervised Domain Discovery
Authors: @ssgrn, @margs_li
, @ml_perception
, @WeijiaShi2
, @timalthoff
, @nlpnoah
, and @LukeZettlemoyer

Nordic Pile: 1.2TB Nordic Language Modeling Dataset Released

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06 April 2023 2h21

(10/12) The Nordic Pile: A 1.2TB Nordic Dataset for Language Modeling
Authors: Joey Öhman, Severine Verlinden, @ArYoMo
, Amaru Cuba Gyllensten, Tim Isbister, Evangelia Gogoulou, Fredrik Carlsson, Magnus Sahlgren

Simfluence: Modeling Training Example Influence Through Simulation

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06 April 2023 2h21

(7/12) Simfluence: Modeling the Influence of Individual Training Examples by Simulating Training Runs
Authors: @kelvin_guu
, @albertwebson
, Ellie Pavlick, @iislucas
, @iftenney
, @tolgab0
, @GoogleResearch
, @Brown_NLP

The Quantization Model of Neural Scaling

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06 April 2023 2h21

(8/12) The Quantization Model of Neural Scaling
Author: @ericjmichaud_
, @ZimingLiu11
, Uzay Girit, @tegmark

Larger Language Models Perform In-Context Learning Differently

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06 April 2023 2h21

(4/12) Larger Language Models Do In-Context Learning Differently
Authors: @JerryWeiAI
, @_jasonwei
, @YiTayML
, @dustinvtran
, @albertwebson
, @yifenglou
, @xinyun_chen_
, @Hanxiao_6
, @dhuangcn
, @denny_zhou
, @tengyuma

Efficient LLM Inference: High-Throughput Generation on Single GPU

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06 April 2023 2h21

(5/12) High-Throughput Generative Inference of LLMs with a Single GPU
Authors: @ying11231
, @lm_zheng
, @Hades317
, @zhuohan123
, Max Ryabinin, @realDanFu
, Zhiqiang Xie, Beidi Chen, Clark Barrett, Joseph E. Gonzalez, @percyliang
, Christopher Ré @snorkelai
, Ion Stoica, Ce Zhang

PaLM-E: Embodied Multimodal Language Model for Robotics

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06 April 2023 2h21

(2/12) PaLM-E: An Embodied Multimodal Language Model
Authors: @DannyDriess
, @xf1280
, Mehdi S. M. Sajjadi, @coreylynch
, @achowdhery
, @brian_ichter
, @ayzwah
, @JonathanTompson
, @QuanVng
, @TianheYu
, @wenlong_huang
, @YevgenChebotar
, @psermanet
, @duck et. al.