Efficient Streaming Language Models with Attention Sinks
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2309.17453
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Published
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13
attention and long context
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Effective Long-Context Scaling of Foundation Models
Paper • 2309.16039 • Published • 30 -
allenai/longformer-base-4096
Updated • 6.14M • 172 -
google/bigbird-roberta-base
Updated • 50.4k • 50 -
uw-madison/yoso-4096
Fill-Mask • Updated • 1.56k -
Yukang/Llama-2-7b-longlora-100k-ft
Text Generation • Updated • 1.43k • 51 -
mosaicml/mpt-7b-storywriter
Text Generation • Updated • 2.35k • 823 -
allenai/led-base-16384
Text2Text Generation • Updated • 22.8k • 42 -
RRWKV: Capturing Long-range Dependencies in RWKV
Paper • 2306.05176 • Published -
Retentive Network: A Successor to Transformer for Large Language Models
Paper • 2307.08621 • Published • 170 -
Hyena Hierarchy: Towards Larger Convolutional Language Models
Paper • 2302.10866 • Published • 7 -
HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution
Paper • 2306.15794 • Published • 17 -
Hungry Hungry Hippos: Towards Language Modeling with State Space Models
Paper • 2212.14052 • Published -
Ring Attention with Blockwise Transformers for Near-Infinite Context
Paper • 2310.01889 • Published • 10 -
LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models
Paper • 2309.12307 • Published • 87 -
CoLT5: Faster Long-Range Transformers with Conditional Computation
Paper • 2303.09752 • Published • 2 -
LongT5: Efficient Text-To-Text Transformer for Long Sequences
Paper • 2112.07916 • Published • 2 -
Investigating Efficiently Extending Transformers for Long Input Summarization
Paper • 2208.04347 • Published -
Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation
Paper • 2108.12409 • Published • 5 -
amazon/MistralLite
Text Generation • Updated • 7.42k • 427 -
NousResearch/Yarn-Mistral-7b-128k
Text Generation • Updated • 17.2k • 572 -
YaRN: Efficient Context Window Extension of Large Language Models
Paper • 2309.00071 • Published • 65 -
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens
Paper • 2402.13753 • Published • 112