We built a new way to train contextual embedding models, which encode each chunk of a document with the whole document in view. pplx-embed-v2-context-9b-preview sets a new state of the art on ConTEB and @​turbopuffer's new, privately held context-bench. 📷

We built a new way to train contextual embedding models, which encode each chunk of a document with the whole document in view. pplx-embed-v2-context-9b-preview sets a new state of the art on ConTEB and @​turbopuffer's new, privately held context-bench. 📷 ↧ Contextual embedding beyond the gold passage A new training method, model, and benchmark for retrieving answers and their supporting context.