technique

multimodal embedding

techniqueactivemultimodal-embedding-9d019315·2 events·first seen 1mo ago

Aliases: multimodal embedding, multimodal embeddings

Co-occurring entities

Hugging Face Sentence Transformers reranker models reranking

More like this (12)

Multimodal Learning multimodal classification models multimodal neurons embedding models Unified Multimodal Models (UMMs)multimodal pretraining Multimodal Large Language Models multimodal agents Multimodal Augmented Generation via Multimodal Retrieval Workshop sentence embeddings Multimodal Gain Latent World Recovery for Multimodal Learning with Missing Modalities

Recent events (2)

5Hugging Face Blog·1mo ago·source ↗

Training and Finetuning Multimodal Embedding & Reranker Models with Sentence Transformers

Hugging Face published a blog post detailing how to train and finetune multimodal embedding and reranker models using the Sentence Transformers library. The post covers techniques for building models that can jointly embed text and images for retrieval and reranking tasks. This represents an extension of the Sentence Transformers ecosystem into multimodal territory, enabling practitioners to build cross-modal search and ranking systems.

Agent and Tool Ecosystem Multimodal Progress reranker models multimodal embedding Hugging Face +1 more

5Hugging Face Blog·1mo ago·source ↗

Multimodal Embedding & Reranker Models with Sentence Transformers

Hugging Face's Sentence Transformers library has added support for multimodal embedding and reranking models, enabling joint text-image (and potentially other modality) representations within a unified framework. The update extends the library's existing text-focused embedding capabilities to handle cross-modal retrieval and reranking tasks. This lowers the barrier for practitioners building multimodal search and RAG pipelines using open-weights models.

Inference Economics Agent and Tool Ecosystem multimodal embedding reranking Hugging Face +2 more