{"index":35,"Rank":1,"Model":"FRIDA<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Embedding Dimensions":"","Max Tokens":"","Average":71.56,"RuBQReranking":77.07,"MIRACLReranking (ru)":66.04}
{"index":34,"Rank":2,"Model":"SFR-Embedding-Mistral<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Embedding Dimensions":4096,"Max Tokens":32768,"Average":70.46,"RuBQReranking":77.24,"MIRACLReranking (ru)":63.67}
{"index":19,"Rank":3,"Model":"Cohere-embed-multilingual-v3.0<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Embedding Dimensions":1024,"Max Tokens":512,"Average":70.07,"RuBQReranking":75.26,"MIRACLReranking (ru)":64.88}
{"index":23,"Rank":4,"Model":"GritLM-7B<\/a>","Model Size (Million Parameters)":7240,"Memory Usage (GB, fp32)":26.97,"Embedding Dimensions":"","Max Tokens":4096,"Average":69.99,"RuBQReranking":75.75,"MIRACLReranking (ru)":64.23}
{"index":59,"Rank":5,"Model":"e5-mistral-7b-instruct<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Embedding Dimensions":4096,"Max Tokens":32768,"Average":69.96,"RuBQReranking":76.32,"MIRACLReranking (ru)":63.61}
{"index":11,"Rank":6,"Model":"bge-m3<\/a>","Model Size (Million Parameters)":567,"Memory Usage (GB, fp32)":2.11,"Embedding Dimensions":1024,"Max Tokens":8192,"Average":69.7,"RuBQReranking":74.03,"MIRACLReranking (ru)":65.38}
{"index":62,"Rank":7,"Model":"multilingual-e5-large<\/a>","Model Size (Million Parameters)":560,"Memory Usage (GB, fp32)":2.09,"Embedding Dimensions":1024,"Max Tokens":514,"Average":69.66,"RuBQReranking":75.6,"MIRACLReranking (ru)":63.71}
{"index":39,"Rank":8,"Model":"Giga-Embeddings-instruct<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Embedding Dimensions":"","Max Tokens":"","Average":68.94,"RuBQReranking":76.66,"MIRACLReranking (ru)":61.21}
{"index":47,"Rank":9,"Model":"USER-bge-m3<\/a>","Model Size (Million Parameters)":359,"Memory Usage (GB, fp32)":1.34,"Embedding Dimensions":1024,"Max Tokens":8192,"Average":68.72,"RuBQReranking":73.08,"MIRACLReranking (ru)":64.35}
{"index":61,"Rank":10,"Model":"multilingual-e5-base<\/a>","Model Size (Million Parameters)":278,"Memory Usage (GB, fp32)":1.04,"Embedding Dimensions":768,"Max Tokens":514,"Average":66.24,"RuBQReranking":72.01,"MIRACLReranking (ru)":60.47}
{"index":18,"Rank":11,"Model":"Cohere-embed-multilingual-light-v3.0<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Embedding Dimensions":384,"Max Tokens":512,"Average":66.17,"RuBQReranking":71.12,"MIRACLReranking (ru)":61.22}
{"index":64,"Rank":12,"Model":"multilingual-e5-small<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Embedding Dimensions":384,"Max Tokens":512,"Average":65.28,"RuBQReranking":71.45,"MIRACLReranking (ru)":59.12}
{"index":6,"Rank":13,"Model":"gte-Qwen2-7B-instruct<\/a>","Model Size (Million Parameters)":7613,"Memory Usage (GB, fp32)":28.36,"Embedding Dimensions":3584,"Max Tokens":32768,"Average":64.54,"RuBQReranking":74.13,"MIRACLReranking (ru)":54.95}
{"index":63,"Rank":14,"Model":"multilingual-e5-large-instruct<\/a>","Model Size (Million Parameters)":560,"Memory Usage (GB, fp32)":2.09,"Embedding Dimensions":1024,"Max Tokens":514,"Average":64.34,"RuBQReranking":71.66,"MIRACLReranking (ru)":57.03}
{"index":36,"Rank":15,"Model":"ru-en-RoSBERTa<\/a>","Model Size (Million Parameters)":404,"Memory Usage (GB, fp32)":1.5,"Embedding Dimensions":1024,"Max Tokens":514,"Average":63.89,"RuBQReranking":70.87,"MIRACLReranking (ru)":56.91}
{"index":25,"Rank":16,"Model":"KaLM-embedding-multilingual-mini-instruct-v1.5<\/a>","Model Size (Million Parameters)":494,"Memory Usage (GB, fp32)":1.84,"Embedding Dimensions":896,"Max Tokens":131072,"Average":63.74,"RuBQReranking":70.23,"MIRACLReranking (ru)":57.25}
{"index":26,"Rank":17,"Model":"KaLM-embedding-multilingual-mini-v1<\/a>","Model Size (Million Parameters)":494,"Memory Usage (GB, fp32)":1.84,"Embedding Dimensions":896,"Max Tokens":131072,"Average":63.16,"RuBQReranking":69.77,"MIRACLReranking (ru)":56.55}
{"index":90,"Rank":18,"Model":"LaBSE-ru-turbo<\/a>","Model Size (Million Parameters)":128,"Memory Usage (GB, fp32)":0.48,"Embedding Dimensions":768,"Max Tokens":512,"Average":63.04,"RuBQReranking":68.65,"MIRACLReranking (ru)":57.44}
{"index":5,"Rank":19,"Model":"gte-Qwen1.5-7B-instruct<\/a>","Model Size (Million Parameters)":7099,"Memory Usage (GB, fp32)":26.45,"Embedding Dimensions":4096,"Max Tokens":32768,"Average":62.81,"RuBQReranking":70.28,"MIRACLReranking (ru)":55.34}
{"index":24,"Rank":20,"Model":"KaLM-embedding-multilingual-mini-instruct-v1<\/a>","Model Size (Million Parameters)":494,"Memory Usage (GB, fp32)":1.84,"Embedding Dimensions":896,"Max Tokens":131072,"Average":62.3,"RuBQReranking":68.48,"MIRACLReranking (ru)":56.11}
{"index":46,"Rank":21,"Model":"USER-base<\/a>","Model Size (Million Parameters)":124,"Memory Usage (GB, fp32)":0.46,"Embedding Dimensions":768,"Max Tokens":512,"Average":55.58,"RuBQReranking":64.42,"MIRACLReranking (ru)":46.75}
{"index":91,"Rank":22,"Model":"rubert-tiny-turbo<\/a>","Model Size (Million Parameters)":29,"Memory Usage (GB, fp32)":0.11,"Embedding Dimensions":312,"Max Tokens":2048,"Average":54.94,"RuBQReranking":62.15,"MIRACLReranking (ru)":47.73}
{"index":70,"Rank":23,"Model":"jina-embeddings-v3<\/a>","Model Size (Million Parameters)":572,"Memory Usage (GB, fp32)":2.13,"Embedding Dimensions":1024,"Max Tokens":8194,"Average":53.82,"RuBQReranking":65.57,"MIRACLReranking (ru)":42.07}
{"index":68,"Rank":24,"Model":"jina-embeddings-v3<\/a>","Model Size (Million Parameters)":572,"Memory Usage (GB, fp32)":2.13,"Embedding Dimensions":1024,"Max Tokens":8194,"Average":53.82,"RuBQReranking":65.57,"MIRACLReranking (ru)":42.07}
{"index":86,"Rank":25,"Model":"paraphrase-multilingual-mpnet-base-v2<\/a>","Model Size (Million Parameters)":278,"Memory Usage (GB, fp32)":1.04,"Embedding Dimensions":768,"Max Tokens":514,"Average":51.22,"RuBQReranking":58.77,"MIRACLReranking (ru)":43.66}
{"index":85,"Rank":26,"Model":"paraphrase-multilingual-MiniLM-L12-v2<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Embedding Dimensions":384,"Max Tokens":512,"Average":46.34,"RuBQReranking":52.8,"MIRACLReranking (ru)":39.88}
{"index":76,"Rank":27,"Model":"LaBSE<\/a>","Model Size (Million Parameters)":471,"Memory Usage (GB, fp32)":1.75,"Embedding Dimensions":768,"Max Tokens":512,"Average":42.03,"RuBQReranking":55.13,"MIRACLReranking (ru)":28.92}
{"index":43,"Rank":28,"Model":"LaBSE-en-ru<\/a>","Model Size (Million Parameters)":129,"Memory Usage (GB, fp32)":0.48,"Embedding Dimensions":768,"Max Tokens":512,"Average":41.84,"RuBQReranking":54.83,"MIRACLReranking (ru)":28.86}
{"index":37,"Rank":29,"Model":"sbert_large_mt_nlu_ru<\/a>","Model Size (Million Parameters)":427,"Memory Usage (GB, fp32)":1.59,"Embedding Dimensions":1024,"Max Tokens":514,"Average":40.56,"RuBQReranking":56.14,"MIRACLReranking (ru)":24.99}
{"index":17,"Rank":30,"Model":"Cohere-embed-english-v3.0<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Embedding Dimensions":1024,"Max Tokens":512,"Average":39.78,"RuBQReranking":51.31,"MIRACLReranking (ru)":28.25}
{"index":92,"Rank":31,"Model":"text2vec-base-multilingual<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Embedding Dimensions":384,"Max Tokens":256,"Average":38.56,"RuBQReranking":47.69,"MIRACLReranking (ru)":29.44}
{"index":10,"Rank":32,"Model":"bge-large-en-v1.5<\/a>","Model Size (Million Parameters)":1340,"Memory Usage (GB, fp32)":4.99,"Embedding Dimensions":1024,"Max Tokens":512,"Average":36.81,"RuBQReranking":47.66,"MIRACLReranking (ru)":25.96}
{"index":58,"Rank":33,"Model":"e5-large-v2<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Embedding Dimensions":1024,"Max Tokens":512,"Average":34.72,"RuBQReranking":47.84,"MIRACLReranking (ru)":21.61}
{"index":9,"Rank":34,"Model":"bge-base-en-v1.5<\/a>","Model Size (Million Parameters)":109,"Memory Usage (GB, fp32)":0.41,"Embedding Dimensions":768,"Max Tokens":512,"Average":33.47,"RuBQReranking":44.52,"MIRACLReranking (ru)":22.42}
{"index":38,"Rank":35,"Model":"sbert_large_nlu_ru<\/a>","Model Size (Million Parameters)":427,"Memory Usage (GB, fp32)":1.59,"Embedding Dimensions":1024,"Max Tokens":512,"Average":32.8,"RuBQReranking":46.81,"MIRACLReranking (ru)":18.8}
{"index":45,"Rank":36,"Model":"rubert-tiny2<\/a>","Model Size (Million Parameters)":29,"Memory Usage (GB, fp32)":0.11,"Embedding Dimensions":2048,"Max Tokens":514,"Average":30.95,"RuBQReranking":46.09,"MIRACLReranking (ru)":15.81}
{"index":56,"Rank":37,"Model":"e5-base-v2<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Embedding Dimensions":768,"Max Tokens":512,"Average":30.68,"RuBQReranking":45.35,"MIRACLReranking (ru)":16.0}
{"index":77,"Rank":38,"Model":"all-MiniLM-L12-v2<\/a>","Model Size (Million Parameters)":33,"Memory Usage (GB, fp32)":0.12,"Embedding Dimensions":384,"Max Tokens":512,"Average":28.46,"RuBQReranking":38.51,"MIRACLReranking (ru)":18.42}
{"index":20,"Rank":39,"Model":"distilrubert-small-cased-conversational<\/a>","Model Size (Million Parameters)":106,"Memory Usage (GB, fp32)":0.39,"Embedding Dimensions":768,"Max Tokens":512,"Average":27.84,"RuBQReranking":42.58,"MIRACLReranking (ru)":13.09}
{"index":21,"Rank":40,"Model":"rubert-base-cased<\/a>","Model Size (Million Parameters)":180,"Memory Usage (GB, fp32)":0.67,"Embedding Dimensions":768,"Max Tokens":512,"Average":27.46,"RuBQReranking":41.65,"MIRACLReranking (ru)":13.27}
{"index":12,"Rank":41,"Model":"bge-small-en-v1.5<\/a>","Model Size (Million Parameters)":24,"Memory Usage (GB, fp32)":0.09,"Embedding Dimensions":512,"Max Tokens":512,"Average":27.09,"RuBQReranking":38.37,"MIRACLReranking (ru)":15.81}
{"index":22,"Rank":42,"Model":"rubert-base-cased-sentence<\/a>","Model Size (Million Parameters)":180,"Memory Usage (GB, fp32)":0.67,"Embedding Dimensions":768,"Max Tokens":512,"Average":26.83,"RuBQReranking":39.89,"MIRACLReranking (ru)":13.77}
{"index":72,"Rank":43,"Model":"nomic-embed-text-v1<\/a>","Model Size (Million Parameters)":547,"Memory Usage (GB, fp32)":2.04,"Embedding Dimensions":768,"Max Tokens":8192,"Average":24.44,"RuBQReranking":34.13,"MIRACLReranking (ru)":14.74}
{"index":48,"Rank":44,"Model":"deberta-v1-base<\/a>","Model Size (Million Parameters)":124,"Memory Usage (GB, fp32)":0.46,"Embedding Dimensions":768,"Max Tokens":512,"Average":23.68,"RuBQReranking":34.01,"MIRACLReranking (ru)":13.36}
{"index":44,"Rank":45,"Model":"rubert-tiny<\/a>","Model Size (Million Parameters)":12,"Memory Usage (GB, fp32)":0.04,"Embedding Dimensions":512,"Max Tokens":514,"Average":21.26,"RuBQReranking":35.44,"MIRACLReranking (ru)":7.08}
{"index":57,"Rank":46,"Model":"e5-large<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Embedding Dimensions":1024,"Max Tokens":512,"Average":20.67,"RuBQReranking":30.83,"MIRACLReranking (ru)":10.52}
{"index":79,"Rank":47,"Model":"all-mpnet-base-v2<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Embedding Dimensions":768,"Max Tokens":514,"Average":20.4,"RuBQReranking":30.96,"MIRACLReranking (ru)":9.85}
{"index":49,"Rank":48,"Model":"e5-base-4k<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Embedding Dimensions":768,"Max Tokens":512,"Average":19.34,"RuBQReranking":30.66,"MIRACLReranking (ru)":8.03}
{"index":78,"Rank":49,"Model":"all-MiniLM-L6-v2<\/a>","Model Size (Million Parameters)":23,"Memory Usage (GB, fp32)":0.09,"Embedding Dimensions":384,"Max Tokens":512,"Average":15.86,"RuBQReranking":27.05,"MIRACLReranking (ru)":4.67}
{"index":65,"Rank":50,"Model":"udever-bloom-1b1<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Embedding Dimensions":1536,"Max Tokens":2048,"Average":15.15,"RuBQReranking":23.18,"MIRACLReranking (ru)":7.12}
{"index":55,"Rank":51,"Model":"e5-base<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Embedding Dimensions":768,"Max Tokens":512,"Average":14.24,"RuBQReranking":21.8,"MIRACLReranking (ru)":6.67}
{"index":60,"Rank":52,"Model":"e5-small<\/a>","Model Size (Million Parameters)":33,"Memory Usage (GB, fp32)":0.12,"Embedding Dimensions":384,"Max Tokens":512,"Average":10.42,"RuBQReranking":17.63,"MIRACLReranking (ru)":3.22}
{"index":66,"Rank":53,"Model":"udever-bloom-560m<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Embedding Dimensions":1024,"Max Tokens":2048,"Average":9.32,"RuBQReranking":15.98,"MIRACLReranking (ru)":2.65}
{"index":0,"Rank":54,"Model":"voyage-3-lite<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Embedding Dimensions":512,"Max Tokens":32000,"Average":"","RuBQReranking":67.85,"MIRACLReranking (ru)":""}
{"index":1,"Rank":55,"Model":"voyage-3<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Embedding Dimensions":1024,"Max Tokens":32000,"Average":"","RuBQReranking":72.6,"MIRACLReranking (ru)":""}
{"index":2,"Rank":56,"Model":"voyage-large-2-instruct<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Embedding Dimensions":1024,"Max Tokens":16000,"Average":"","RuBQReranking":70.59,"MIRACLReranking (ru)":""}
{"index":3,"Rank":57,"Model":"voyage-multilingual-2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Embedding Dimensions":1024,"Max Tokens":32000,"Average":"","RuBQReranking":"","MIRACLReranking (ru)":""}
{"index":4,"Rank":58,"Model":"LASER2<\/a>","Model Size (Million Parameters)":43,"Memory Usage (GB, fp32)":0.16,"Embedding Dimensions":1024,"Max Tokens":"N\/A","Average":"","RuBQReranking":"","MIRACLReranking (ru)":""}
{"index":7,"Rank":59,"Model":"gte-multilingual-base<\/a>","Model Size (Million Parameters)":305,"Memory Usage (GB, fp32)":1.14,"Embedding Dimensions":768,"Max Tokens":8192,"Average":"","RuBQReranking":"","MIRACLReranking (ru)":""}
{"index":8,"Rank":60,"Model":"e5-mistral-7b-instruct<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Embedding Dimensions":4096,"Max Tokens":32768,"Average":"","RuBQReranking":"","MIRACLReranking (ru)":""}
{"index":28,"Rank":66,"Model":"MUG-B-1.6<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Embedding Dimensions":1024,"Max Tokens":512,"Average":"","RuBQReranking":"","MIRACLReranking (ru)":""}
{"index":31,"Rank":69,"Model":"SGPT-125M-weightedmean-msmarco-specb-bitfit<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Embedding Dimensions":768,"Max Tokens":2048,"Average":"","RuBQReranking":"","MIRACLReranking (ru)":""}
{"index":32,"Rank":70,"Model":"SGPT-125M-weightedmean-nli-bitfit<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Embedding Dimensions":768,"Max Tokens":2048,"Average":"","RuBQReranking":"","MIRACLReranking (ru)":""}
{"index":41,"Rank":73,"Model":"sgpt-bloom-7b1-msmarco<\/a>","Model Size (Million Parameters)":7068,"Memory Usage (GB, fp32)":26.33,"Embedding Dimensions":4096,"Max Tokens":2048,"Average":"","RuBQReranking":"","MIRACLReranking (ru)":""}
{"index":42,"Rank":74,"Model":"slx-v0.1<\/a>","Model Size (Million Parameters)":23,"Memory Usage (GB, fp32)":0.08,"Embedding Dimensions":384,"Max Tokens":512,"Average":"","RuBQReranking":"","MIRACLReranking (ru)":""}
{"index":53,"Rank":78,"Model":"granite-embedding-107m-multilingual<\/a>","Model Size (Million Parameters)":107,"Memory Usage (GB, fp32)":0.4,"Embedding Dimensions":384,"Max Tokens":514,"Average":"","RuBQReranking":"","MIRACLReranking (ru)":""}
{"index":54,"Rank":79,"Model":"granite-embedding-278m-multilingual<\/a>","Model Size (Million Parameters)":278,"Memory Usage (GB, fp32)":1.04,"Embedding Dimensions":768,"Max Tokens":514,"Average":"","RuBQReranking":"","MIRACLReranking (ru)":""}
{"index":67,"Rank":80,"Model":"jina-embeddings-v2-base-en<\/a>","Model Size (Million Parameters)":275,"Memory Usage (GB, fp32)":1.02,"Embedding Dimensions":768,"Max Tokens":8192,"Average":"","RuBQReranking":18.6,"MIRACLReranking (ru)":""}
{"index":69,"Rank":81,"Model":"multilingual-e5-small-ct2-int8<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Embedding Dimensions":"","Max Tokens":"","Average":"","RuBQReranking":71.45,"MIRACLReranking (ru)":""}
{"index":71,"Rank":82,"Model":"ternary-weight-embedding<\/a>","Model Size (Million Parameters)":99,"Memory Usage (GB, fp32)":0.37,"Embedding Dimensions":1792,"Max Tokens":512,"Average":"","RuBQReranking":"","MIRACLReranking (ru)":""}
{"index":73,"Rank":83,"Model":"FAB-Ramy-v1<\/a>","Model Size (Million Parameters)":109,"Memory Usage (GB, fp32)":0.41,"Embedding Dimensions":768,"Max Tokens":514,"Average":"","RuBQReranking":"","MIRACLReranking (ru)":""}
{"index":74,"Rank":84,"Model":"FAE-v1<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Embedding Dimensions":1024,"Max Tokens":512,"Average":"","RuBQReranking":"","MIRACLReranking (ru)":""}
{"index":75,"Rank":85,"Model":"FUE-v1<\/a>","Model Size (Million Parameters)":109,"Memory Usage (GB, fp32)":0.41,"Embedding Dimensions":768,"Max Tokens":514,"Average":"","RuBQReranking":"","MIRACLReranking (ru)":""}
{"index":80,"Rank":86,"Model":"allenai-specter<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Embedding Dimensions":768,"Max Tokens":512,"Average":"","RuBQReranking":"","MIRACLReranking (ru)":""}
{"index":81,"Rank":87,"Model":"average_word_embeddings_komninos<\/a>","Model Size (Million Parameters)":134,"Memory Usage (GB, fp32)":0.5,"Embedding Dimensions":300,"Max Tokens":"N\/A","Average":"","RuBQReranking":"","MIRACLReranking (ru)":""}
{"index":82,"Rank":88,"Model":"distiluse-base-multilingual-cased-v2<\/a>","Model Size (Million Parameters)":135,"Memory Usage (GB, fp32)":0.5,"Embedding Dimensions":512,"Max Tokens":512,"Average":"","RuBQReranking":"","MIRACLReranking (ru)":""}
{"index":83,"Rank":89,"Model":"gtr-t5-large<\/a>","Model Size (Million Parameters)":168,"Memory Usage (GB, fp32)":0.63,"Embedding Dimensions":768,"Max Tokens":512,"Average":"","RuBQReranking":"","MIRACLReranking (ru)":""}
{"index":84,"Rank":90,"Model":"gtr-t5-xl<\/a>","Model Size (Million Parameters)":1240,"Memory Usage (GB, fp32)":4.62,"Embedding Dimensions":768,"Max Tokens":512,"Average":"","RuBQReranking":"","MIRACLReranking (ru)":""}
{"index":87,"Rank":91,"Model":"sentence-t5-base<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Embedding Dimensions":768,"Max Tokens":512,"Average":"","RuBQReranking":"","MIRACLReranking (ru)":""}
{"index":88,"Rank":92,"Model":"sentence-t5-large<\/a>","Model Size (Million Parameters)":168,"Memory Usage (GB, fp32)":0.63,"Embedding Dimensions":768,"Max Tokens":512,"Average":"","RuBQReranking":"","MIRACLReranking (ru)":""}
{"index":89,"Rank":93,"Model":"sentence-t5-xl<\/a>","Model Size (Million Parameters)":1240,"Memory Usage (GB, fp32)":4.62,"Embedding Dimensions":768,"Max Tokens":512,"Average":"","RuBQReranking":"","MIRACLReranking (ru)":""}
{"index":97,"Rank":98,"Model":"text-embedding-3-large<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Embedding Dimensions":3072,"Max Tokens":8191,"Average":"","RuBQReranking":75.19,"MIRACLReranking (ru)":""}
{"index":98,"Rank":99,"Model":"text-embedding-3-small<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Embedding Dimensions":1536,"Max Tokens":8191,"Average":"","RuBQReranking":66.0,"MIRACLReranking (ru)":""}