alibaba/AliceMind
ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeNce of Damo) Lab
Encompasses multimodal (vision-language, video-language, document understanding) and multilingual encoder-decoder architectures with modularized designs enabling cross-modal collaboration, complemented by optimization techniques like parameter-efficient sparsity (PST), selective fine-tuning (ChildTuning), and contrastive pruning for model compression. Integrates with PyTorch and Hugging Face Transformers through the SOFA modeling toolkit, supporting direct deployment of pre-trained models and specialized variants for Chinese NLP, table understanding, and structured text comprehension.
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Mar 19, 2024
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