MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention
Paper
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2407.02490
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Published
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23
Long contexts
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Can Few-shot Work in Long-Context? Recycling the Context to Generate Demonstrations
Paper • 2406.13632 • Published • 5 -
LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs
Paper • 2406.15319 • Published • 60 -
Make Your LLM Fully Utilize the Context
Paper • 2404.16811 • Published • 52 -
Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length
Paper • 2404.08801 • Published • 62 -
RULER: What's the Real Context Size of Your Long-Context Language Models?
Paper • 2404.06654 • Published • 33 -
Long-context LLMs Struggle with Long In-context Learning
Paper • 2404.02060 • Published • 34 -
Evaluating Language Model Context Windows: A "Working Memory" Test and Inference-time Correction
Paper • 2407.03651 • Published • 15 -
Associative Recurrent Memory Transformer
Paper • 2407.04841 • Published • 31 -
Long Code Arena: a Set of Benchmarks for Long-Context Code Models
Paper • 2406.11612 • Published • 21 -
Human-like Episodic Memory for Infinite Context LLMs
Paper • 2407.09450 • Published • 56 -
LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs
Paper • 2408.07055 • Published • 65