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explore model compression and co-optimization with hardware accelerators. Unlike existing approaches that apply compression techniques (e.g., pruning, quantization) in isolation, this research will jointly
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employed on the FIND program covering topics from foundation model pre-training and multimodal adaptation to architectures and compression for edge deployment while targeting real-world validation in domains
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, direct air carbon capture and storage, biogenic carbon capture and storage, biochar, enhanced weathering, direct ocean capture, all of which have different profiles of resource use, associated emissions
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