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upvoted 12 papers 10 months ago

Challenges and Applications of Large Language Models

Paper • 2307.10169 • Published Jul 19, 2023 • 46

On the Origin of LLMs: An Evolutionary Tree and Graph for 15,821 Large Language Models

Paper • 2307.09793 • Published Jul 19, 2023 • 45

How is ChatGPT's behavior changing over time?

Paper • 2307.09009 • Published Jul 18, 2023 • 22

Llama 2: Open Foundation and Fine-Tuned Chat Models

Paper • 2307.09288 • Published Jul 18, 2023 • 233

In-context Autoencoder for Context Compression in a Large Language Model

Paper • 2307.06945 • Published Jul 13, 2023 • 25

Stack More Layers Differently: High-Rank Training Through Low-Rank Updates

Paper • 2307.05695 • Published Jul 11, 2023 • 21

Jailbroken: How Does LLM Safety Training Fail?

Paper • 2307.02483 • Published Jul 5, 2023 • 12

SkipDecode: Autoregressive Skip Decoding with Batching and Caching for Efficient LLM Inference

Paper • 2307.02628 • Published Jul 5, 2023 • 6

Lost in the Middle: How Language Models Use Long Contexts

Paper • 2307.03172 • Published Jul 6, 2023 • 31

A Survey on Evaluation of Large Language Models

Paper • 2307.03109 • Published Jul 6, 2023 • 36

Becoming self-instruct: introducing early stopping criteria for minimal instruct tuning

Paper • 2307.03692 • Published Jul 5, 2023 • 23

Empowering Cross-lingual Behavioral Testing of NLP Models with Typological Features

Paper • 2307.05454 • Published Jul 11, 2023 • 6

upvoted a paper 11 months ago

Benchmarking Neural Network Training Algorithms

Paper • 2306.07179 • Published Jun 12, 2023 • 22