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Discover the best community collections!

Collections including paper arxiv:2311.10642

Scaling MLPs: A Tale of Inductive Bias

Paper • 2306.13575 • Published Jun 23, 2023 • 14
Trap of Feature Diversity in the Learning of MLPs

Paper • 2112.00980 • Published Dec 2, 2021 • 1
Understanding the Spectral Bias of Coordinate Based MLPs Via Training Dynamics

Paper • 2301.05816 • Published Jan 14, 2023 • 1
RaftMLP: How Much Can Be Done Without Attention and with Less Spatial Locality?

Paper • 2108.04384 • Published Aug 9, 2021 • 1

Efficient Memory Management for Large Language Model Serving with PagedAttention

Paper • 2309.06180 • Published Sep 12, 2023 • 25
LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models

Paper • 2308.16137 • Published Aug 30, 2023 • 40
Scaling Transformer to 1M tokens and beyond with RMT

Paper • 2304.11062 • Published Apr 19, 2023 • 3
DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models

Paper • 2309.14509 • Published Sep 25, 2023 • 18

BitNet: Scaling 1-bit Transformers for Large Language Models

Paper • 2310.11453 • Published Oct 17, 2023 • 97
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Paper • 2310.11511 • Published Oct 17, 2023 • 76
In-Context Learning Creates Task Vectors

Paper • 2310.15916 • Published Oct 24, 2023 • 43
Matryoshka Diffusion Models

Paper • 2310.15111 • Published Oct 23, 2023 • 42

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 147
Exponentially Faster Language Modelling

Paper • 2311.10770 • Published Nov 15, 2023 • 118
Fine-tuning Language Models for Factuality

Paper • 2311.08401 • Published Nov 14, 2023 • 29
NEFTune: Noisy Embeddings Improve Instruction Finetuning

Paper • 2310.05914 • Published Oct 9, 2023 • 14

interesting stuff

Chain-of-Verification Reduces Hallucination in Large Language Models

Paper • 2309.11495 • Published Sep 20, 2023 • 38
Adapting Large Language Models via Reading Comprehension

Paper • 2309.09530 • Published Sep 18, 2023 • 77
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages

Paper • 2309.09400 • Published Sep 17, 2023 • 85
Language Modeling Is Compression

Paper • 2309.10668 • Published Sep 19, 2023 • 83

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