OrdalieTech/Solon-embeddings-large-0.1

Solon Embeddings — large 0.1

SOTA Open source french embedding model.

Instructions : Add "query : " before the query to retrieve to increase performance of retrieval. No instructions needed for passages.

These results have been obtained through 9 french benchmarks on a variety of text similarity tasks (classification, reranking, STS) :

• —AmazonReviewsClassification (MTEB)
• —MassiveIntentClassification (MTEB)
• —MassiveScenarioClassification (MTEB)
• —MTOPDomainClassification (MTEB)
• —MTOPIntentClassification (MTEB)
• —STS22 (MTEB)
• —MiraclFRRerank (Miracl)
• —OrdalieFRSTS (Ordalie)
• —OrdalieFRReranking (Ordalie)

We created OrdalieFRSTS and OrdalieFRReranking to enhance the benchmarking capabilities of French STS and reranking assessments.

(evaluation script available here : github.com/OrdalieTech/mteb)