Model card
The CLIP ViT-L/14 (laion2B s32B b82K) is a high-performance vision-language model optimized for cross-modal retrieval and zero-shot classification. By leveraging a Vision Transformer (ViT) backbone and training on a massive, filtered subset of the LAION-2B dataset, it creates a shared embedding space where images and text are mathematically aligned. For developers, this means you can perform semantic image searches or categorize visual data using natural language queries without needing labeled training sets. It serves as a robust foundation for building image search engines, automated tagging systems, or as a visual encoder for generative AI pipelines. Compared to smaller CLIP variants, the L/14 architecture offers a superior balance of granularity and inference speed, making it suitable for production-grade retrieval tasks.
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laion/CLIP-ViT-L-14-laion2B-s32B-b82KInstall the CLI and SDK dependency before downloading.
pip install modelscopeDownload the complete weights, configuration and model card.
modelscope download --model laion/CLIP-ViT-L-14-laion2B-s32B-b82KREADME.md is used as an example; replace it with another repository file when needed.
modelscope download --model laion/CLIP-ViT-L-14-laion2B-s32B-b82K README.md --local_dir ./dirUseful in Python projects and automation scripts.
from modelscope import snapshot_download
model_dir = snapshot_download('laion/CLIP-ViT-L-14-laion2B-s32B-b82K')Make sure Git LFS is installed correctly.
git lfs install
git clone https://www.modelscope.cn/laion/CLIP-ViT-L-14-laion2B-s32B-b82K.gitFetch the repository structure first, then pull large files when needed.
GIT_LFS_SKIP_SMUDGE=1 git clone https://www.modelscope.cn/laion/CLIP-ViT-L-14-laion2B-s32B-b82K.gitHow to use
- 01Step 1
Read the model card and source information.
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- 03Step 3
Review quality, licensing and usage limits.
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