alibaba/AliceMind

ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeNce of Damo) Lab

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Emerging

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.

2,051 stars. No commits in the last 6 months.

Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 22 / 25

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2,051

Forks

299

Language

Python

License

Apache-2.0

Last pushed

Mar 19, 2024

Commits (30d)

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