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InfiniteICL: LLMs Learn Forever, Shrink Memory Use by 90%
- InfiniteICL breaks through context window limitations for large language models (LLMs)
- Transforms temporary context knowledge into permanent parameter updates
- Reduces memory usage by up to 90% while maintaining performance
- Achieves 103% of full-context performance on various tasks
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