hotchpotch/japanese reranker cross encoder small v1 日本語で学習させた Reranker (CrossEncoder) シリーズです。 モデル名 layers hidden size hotchpotch/japanese reranker cross encoder xsmall v1 6 384 hotchpotch/japanese reranker cross encoder small v1 12 384 hotchpotch/japanese reranker cross encoder base v1 12 768 hotchpotch/japanese reranker cross encoder large v1 24 1024 hotchpotch/japanese bge reranker v2 m3 v1 24 1024 Reranker についてや、技術レポート・評価等は以下を参考ください。 日本語最高性能のRerankerをリリース / そもそも Reranker とは? 日本語 Reranker 作成のテクニカルレポート 使い方 SentenceTransformers HuggingFace transformers 評価結果 Model Name JQaRA JaCWIR MIRACL JSQuAD japanese reranker cross encoder xsmall v1 0.6136 0.9376 0.7411 0.9602 japanese reranker cross encoder small v1 0.6247 0.939 0.7776 0.9604 japanese reranker cross encoder base v1 0.6711 0.9337 0.818 0.9708 japanese reranker cross encoder large v1 0.7099 0.9364 0.8406 0.9773 japanese bge reranker v2 m3 v1 0.6918 0.9372 0.8423 0.9624 bge reranker v2 m3 0.673 0.9343 0.8374 0.9599 bge reranker large 0.4718 0.7332 0.7666 0.7081 bge reranker base 0.2445 0.4905 0.6792 0.5757 cross encoder mmarco mMiniLMv2 L12 H384 v1 0.5588 0.9211 0.7158 0.932 shioriha large reranker 0.5775 0.8458 0.8084 0.9262 bge…
We use cookies for essential functionality and analytics. You can accept or reject analytics cookies.Cookie policy