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Scaling MLPs: A Tale of Inductive Bias
Paper • 2306.13575 • Published • 14 -
Trap of Feature Diversity in the Learning of MLPs
Paper • 2112.00980 • Published • 1 -
Understanding the Spectral Bias of Coordinate Based MLPs Via Training Dynamics
Paper • 2301.05816 • Published • 1 -
RaftMLP: How Much Can Be Done Without Attention and with Less Spatial Locality?
Paper • 2108.04384 • Published • 1
Collections
Discover the best community collections!
Collections including paper arxiv:2311.10642
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Efficient Memory Management for Large Language Model Serving with PagedAttention
Paper • 2309.06180 • Published • 25 -
LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models
Paper • 2308.16137 • Published • 39 -
Scaling Transformer to 1M tokens and beyond with RMT
Paper • 2304.11062 • Published • 2 -
DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models
Paper • 2309.14509 • Published • 17
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BitNet: Scaling 1-bit Transformers for Large Language Models
Paper • 2310.11453 • Published • 96 -
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
Paper • 2310.11511 • Published • 73 -
In-Context Learning Creates Task Vectors
Paper • 2310.15916 • Published • 40 -
Matryoshka Diffusion Models
Paper • 2310.15111 • Published • 40
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Self-Rewarding Language Models
Paper • 2401.10020 • Published • 140 -
Exponentially Faster Language Modelling
Paper • 2311.10770 • Published • 117 -
Fine-tuning Language Models for Factuality
Paper • 2311.08401 • Published • 28 -
NEFTune: Noisy Embeddings Improve Instruction Finetuning
Paper • 2310.05914 • Published • 14
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Chain-of-Verification Reduces Hallucination in Large Language Models
Paper • 2309.11495 • Published • 38 -
Adapting Large Language Models via Reading Comprehension
Paper • 2309.09530 • Published • 75 -
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages
Paper • 2309.09400 • Published • 79 -
Language Modeling Is Compression
Paper • 2309.10668 • Published • 82