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All SourcesarXiv
#proxy model

MemSifter: Offloading LLM Memory Retrieval via Outcome-Driven Proxy Reasoning

Intermediate
Jiejun Tan, Zhicheng Dou et al.Mar 3arXiv

MemSifter is a smart helper that picks the right memories for a big AI so the big AI doesn’t have to read everything.

#long-term memory#LLM retrieval#proxy model

Alchemist: Unlocking Efficiency in Text-to-Image Model Training via Meta-Gradient Data Selection

Intermediate
Kaixin Ding, Yang Zhou et al.Dec 18arXiv

Alchemist is a smart data picker for training text-to-image models that learns which pictures and captions actually help the model improve.

#meta-gradient#data selection#text-to-image