Collection by
Dec 16, 2023
Dec 16, 2023
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Discover the best community collections!
Collections including paper arxiv:2303.09752
Collection by
Sep 30, 2024
Sep 30, 2024
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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
Collection by
Sep 29, 2024
Sep 29, 2024
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TRAMS: Training-free Memory Selection for Long-range Language Modeling
Paper • 2310.15494 • Published • 1 -
A Long Way to Go: Investigating Length Correlations in RLHF
Paper • 2310.03716 • Published • 9 -
YaRN: Efficient Context Window Extension of Large Language Models
Paper • 2309.00071 • Published • 65 -
Giraffe: Adventures in Expanding Context Lengths in LLMs
Paper • 2308.10882 • Published • 1
Collection by
Jun 16, 2024
Jun 16, 2024
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In-Context Learning Creates Task Vectors
Paper • 2310.15916 • Published • 42 -
When can transformers reason with abstract symbols?
Paper • 2310.09753 • Published • 2 -
Improving Length-Generalization in Transformers via Task Hinting
Paper • 2310.00726 • Published • 1 -
In-context Autoencoder for Context Compression in a Large Language Model
Paper • 2307.06945 • Published • 27
Collection by
Apr 24, 2024
Apr 24, 2024
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Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence
Paper • 2404.05892 • Published • 33 -
Mamba: Linear-Time Sequence Modeling with Selective State Spaces
Paper • 2312.00752 • Published • 138 -
RecurrentGemma: Moving Past Transformers for Efficient Open Language Models
Paper • 2404.07839 • Published • 43 -
Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention
Paper • 2404.07143 • Published • 104
Collection by
Feb 22, 2024
Feb 22, 2024
