LeMo reduces long-context fine-tuning memory by eliminating low-informativeness tokens, predicting sparsity patterns, and optimizing kernels, while keeping perplexity close to LoRA.
LongAlign: A recipe for long context alignment of large language mod- els
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LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning
LeMo reduces long-context fine-tuning memory by eliminating low-informativeness tokens, predicting sparsity patterns, and optimizing kernels, while keeping perplexity close to LoRA.