2 citations · 8 across the 12 of their papers we have counts for
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cs.CL2024
Boosting LLM via Learning from Data Iteratively and Selectively
Qi Jia, Siyu Ren, Ziheng Qin +3
Datasets nowadays are generally constructed from multiple sources and using different synthetic techniques, making data de-noising and de-duplication crucial before being used for…
cs.CL2024★ 2 cited
On the Efficacy of Eviction Policy for Key-Value Constrained Generative Language Model Inference
Siyu Ren, Kenny Q. Zhu
Despite the recent success associated with Large Language Models (LLMs), they are notably cost-prohibitive to deploy in resource-constrained environments due to their excessive mem…