2 models · ranked by HuggingFace downloads
jina-embeddings-v4 is an open-weight visual document retrieval model in the sentence transformers family. jina-embeddings-v4 is multilingual by design rather than English-only. jina-embeddings-v4 is community-maintained, so track upstream changes and pin a known-good revision.
colpali-v1.3-hf is an open-weight checkpoint for visual document retrieval, distributed on the HuggingFace Hub. colpali-v1.3-hf is subject to Gemma terms, so confirm licensing before commercial use. It is a fine-tune of colpaligemma-3b-pt-448-base, inheriting that base model's general competence. Evaluate colpali-v1.3-hf on your own data before trusting it in production.