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Collections including paper arxiv:2109.02846

250 Years of America, 250 Open AI Milestones

For the 250th birthday of the USA: the 250 most important American open models, datasets, papers and Spaces, ranked from #1 down. Happy 4th of July!

Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 135
PyTorch: An Imperative Style, High-Performance Deep Learning Library

Paper • 1912.01703 • Published Dec 3, 2019 • 2
google-bert/bert-base-uncased

Fill-Mask • 0.1B • Updated Feb 19, 2024 • 119M • • 2.73k
openai-community/gpt2

Text Generation • 0.1B • Updated Feb 19, 2024 • 13.8M • 3.39k

PEFT-Evaluation Datasets

Datasets: A Community Library for Natural Language Processing

Paper • 2109.02846 • Published Sep 7, 2021 • 16
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding

Paper • 1804.07461 • Published Apr 20, 2018 • 4
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation

Paper • 2102.04664 • Published Feb 9, 2021 • 2
TransitLM: A Large-Scale Dataset and Benchmark for Map-Free Transit Route Generation

Paper • 2605.22355 • Published May 21 • 179

Meta-Learning a Dynamical Language Model

Paper • 1803.10631 • Published Mar 28, 2018 • 1
TLDR: Token Loss Dynamic Reweighting for Reducing Repetitive Utterance Generation

Paper • 2003.11963 • Published Mar 26, 2020
BigScience: A Case Study in the Social Construction of a Multilingual Large Language Model

Paper • 2212.04960 • Published Dec 9, 2022 • 1
Continuous Learning in a Hierarchical Multiscale Neural Network

Paper • 1805.05758 • Published May 15, 2018 • 2

Datasets: A Community Library for Natural Language Processing

Paper • 2109.02846 • Published Sep 7, 2021 • 16

Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences

Paper • 2401.10529 • Published Jan 19, 2024 • 1
ShareGPT4V: Improving Large Multi-Modal Models with Better Captions

Paper • 2311.12793 • Published Nov 21, 2023 • 18
Q-Instruct: Improving Low-level Visual Abilities for Multi-modality Foundation Models

Paper • 2311.06783 • Published Nov 12, 2023 • 28
SVIT: Scaling up Visual Instruction Tuning

Paper • 2307.04087 • Published Jul 9, 2023 • 7

AI foundational tools

Understanding AI & Adoption & Impact

Datasets: A Community Library for Natural Language Processing

Paper • 2109.02846 • Published Sep 7, 2021 • 16

Papers I Have Read

A list of papers that have moved off my reading list

Navigating Dataset Documentations in AI: A Large-Scale Analysis of Dataset Cards on Hugging Face

Paper • 2401.13822 • Published Jan 24, 2024 • 1
Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 135
HuggingFace's Transformers: State-of-the-art Natural Language Processing

Paper • 1910.03771 • Published Oct 9, 2019 • 26
Model Cards for Model Reporting

Paper • 1810.03993 • Published Oct 5, 2018 • 7

resources for study

Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements

Paper • 2210.01970 • Published Sep 30, 2022 • 14
RAFT: A Real-World Few-Shot Text Classification Benchmark

Paper • 2109.14076 • Published Sep 28, 2021 • 2
Datasets: A Community Library for Natural Language Processing

Paper • 2109.02846 • Published Sep 7, 2021 • 16

Datasets: A Community Library for Natural Language Processing

Paper • 2109.02846 • Published Sep 7, 2021 • 16
berkeley-nest/Nectar

Viewer • Updated Mar 20, 2024 • 183k • 974 • 296
openbmb/UltraFeedback

Viewer • Updated Dec 29, 2023 • 64k • 6.76k • 432
BAAI/JudgeLM-100K

Preview • Updated Oct 27, 2023 • 273 • 52

This is a collection of some papers I've read in the past few months

FinGPT: Large Generative Models for a Small Language

Paper • 2311.05640 • Published Nov 3, 2023 • 30
LCM-LoRA: A Universal Stable-Diffusion Acceleration Module

Paper • 2311.05556 • Published Nov 9, 2023 • 86
Distributed Deep Learning in Open Collaborations

Paper • 2106.10207 • Published Jun 18, 2021 • 3
Datasets: A Community Library for Natural Language Processing

Paper • 2109.02846 • Published Sep 7, 2021 • 16

250 Years of America, 250 Open AI Milestones

For the 250th birthday of the USA: the 250 most important American open models, datasets, papers and Spaces, ranked from #1 down. Happy 4th of July!

Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 135
PyTorch: An Imperative Style, High-Performance Deep Learning Library

Paper • 1912.01703 • Published Dec 3, 2019 • 2
google-bert/bert-base-uncased

Fill-Mask • 0.1B • Updated Feb 19, 2024 • 119M • • 2.73k
openai-community/gpt2

Text Generation • 0.1B • Updated Feb 19, 2024 • 13.8M • 3.39k

AI foundational tools

Understanding AI & Adoption & Impact

Datasets: A Community Library for Natural Language Processing

Paper • 2109.02846 • Published Sep 7, 2021 • 16

PEFT-Evaluation Datasets

Datasets: A Community Library for Natural Language Processing

Paper • 2109.02846 • Published Sep 7, 2021 • 16
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding

Paper • 1804.07461 • Published Apr 20, 2018 • 4
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation

Paper • 2102.04664 • Published Feb 9, 2021 • 2
TransitLM: A Large-Scale Dataset and Benchmark for Map-Free Transit Route Generation

Paper • 2605.22355 • Published May 21 • 179

Papers I Have Read

A list of papers that have moved off my reading list

Navigating Dataset Documentations in AI: A Large-Scale Analysis of Dataset Cards on Hugging Face

Paper • 2401.13822 • Published Jan 24, 2024 • 1
Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 135
HuggingFace's Transformers: State-of-the-art Natural Language Processing

Paper • 1910.03771 • Published Oct 9, 2019 • 26
Model Cards for Model Reporting

Paper • 1810.03993 • Published Oct 5, 2018 • 7

Meta-Learning a Dynamical Language Model

Paper • 1803.10631 • Published Mar 28, 2018 • 1
TLDR: Token Loss Dynamic Reweighting for Reducing Repetitive Utterance Generation

Paper • 2003.11963 • Published Mar 26, 2020
BigScience: A Case Study in the Social Construction of a Multilingual Large Language Model

Paper • 2212.04960 • Published Dec 9, 2022 • 1
Continuous Learning in a Hierarchical Multiscale Neural Network

Paper • 1805.05758 • Published May 15, 2018 • 2

resources for study

Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements

Paper • 2210.01970 • Published Sep 30, 2022 • 14
RAFT: A Real-World Few-Shot Text Classification Benchmark

Paper • 2109.14076 • Published Sep 28, 2021 • 2
Datasets: A Community Library for Natural Language Processing

Paper • 2109.02846 • Published Sep 7, 2021 • 16

Datasets: A Community Library for Natural Language Processing

Paper • 2109.02846 • Published Sep 7, 2021 • 16

Datasets: A Community Library for Natural Language Processing

Paper • 2109.02846 • Published Sep 7, 2021 • 16
berkeley-nest/Nectar

Viewer • Updated Mar 20, 2024 • 183k • 974 • 296
openbmb/UltraFeedback

Viewer • Updated Dec 29, 2023 • 64k • 6.76k • 432
BAAI/JudgeLM-100K

Preview • Updated Oct 27, 2023 • 273 • 52

Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences

Paper • 2401.10529 • Published Jan 19, 2024 • 1
ShareGPT4V: Improving Large Multi-Modal Models with Better Captions

Paper • 2311.12793 • Published Nov 21, 2023 • 18
Q-Instruct: Improving Low-level Visual Abilities for Multi-modality Foundation Models

Paper • 2311.06783 • Published Nov 12, 2023 • 28
SVIT: Scaling up Visual Instruction Tuning

Paper • 2307.04087 • Published Jul 9, 2023 • 7

This is a collection of some papers I've read in the past few months

FinGPT: Large Generative Models for a Small Language

Paper • 2311.05640 • Published Nov 3, 2023 • 30
LCM-LoRA: A Universal Stable-Diffusion Acceleration Module

Paper • 2311.05556 • Published Nov 9, 2023 • 86
Distributed Deep Learning in Open Collaborations

Paper • 2106.10207 • Published Jun 18, 2021 • 3
Datasets: A Community Library for Natural Language Processing

Paper • 2109.02846 • Published Sep 7, 2021 • 16

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