270 citations · 866 across the 15 of their papers we have counts for
Showing 2023Show all
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cs.CV2023★ 6 cited
VILA: On Pre-training for Visual Language Models
Ji Lin, Hongxu Yin, Wei Ping +7
Visual language models (VLMs) rapidly progressed with the recent success of large language models. There have been growing efforts on visual instruction tuning to extend the LLM wi…
cs.LG2023★ 14 cited
PockEngine: Sparse and Efficient Fine-tuning in a Pocket
Ligeng Zhu, Lanxiang Hu, Ji Lin +4
On-device learning and efficient fine-tuning enable continuous and privacy-preserving customization (e.g., locally fine-tuning large language models on personalized data). However,…