Sachin Mehta

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authored 3 papers over 1 year ago

LazyLLM: Dynamic Token Pruning for Efficient Long Context LLM Inference

Paper • 2407.14057 • Published Jul 19, 2024 • 46

CatLIP: CLIP-level Visual Recognition Accuracy with 2.7x Faster Pre-training on Web-scale Image-Text Data

Paper • 2404.15653 • Published Apr 24, 2024 • 29

OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework

Paper • 2404.14619 • Published Apr 22, 2024 • 126

authored 3 papers about 2 years ago

Weight subcloning: direct initialization of transformers using larger pretrained ones

Paper • 2312.09299 • Published Dec 14, 2023 • 18

SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding

Paper • 2310.15308 • Published Oct 23, 2023 • 23

TiC-CLIP: Continual Training of CLIP Models

Paper • 2310.16226 • Published Oct 24, 2023 • 9