Sentence Similarity
sentence-transformers
Safetensors
English
modernbert
biencoder
text-classification
sentence-pair-classification
semantic-similarity
semantic-search
retrieval
reranking
Generated from Trainer
dataset_size:1451941
loss:MultipleNegativesRankingLoss
Eval Results
text-embeddings-inference
epoch,steps,cosine_accuracy,cosine_accuracy_threshold,cosine_f1,cosine_precision,cosine_recall,cosine_f1_threshold,cosine_ap,cosine_mcc | |
0.061083623480544864,1000,0.7715645449137418,0.6943722943722944,0.642456608811749,0.7554160125588697,0.765214242706447,0.4869528029035587 | |
0.12216724696108973,2000,0.7933372992266507,0.7306081178679764,0.6765650080256822,0.7940345368916798,0.8103098867191393,0.5490555698350416 | |
0.1832508704416346,3000,0.7998810232004759,0.7388080197747873,0.6565779838906517,0.8445839874411303,0.8161857606526821,0.5581102952177118 | |
0.24433449392217946,4000,0.7984533016061868,0.7350675773870077,0.6842532467532467,0.7940345368916798,0.8242787909511342,0.5575623728668458 | |
0.30541811740272434,5000,0.8046400951814396,0.7409733124018839,0.6792255363683936,0.8150706436420723,0.8264066384053853,0.5652635410064228 | |
0.3665017408832692,6000,0.8002379535990481,0.7426636568848759,0.6743530617473739,0.8263736263736263,0.8202904760948532,0.5669860129901301 | |
0.42758536436381406,7000,0.8041641879833432,0.7400461627236007,0.6845476381104884,0.8053375196232339,0.8316734296456567,0.5650052514824565 | |
0.4886689878443589,8000,0.8122546103509816,0.7549303944315545,0.7014281864726489,0.8172684458398745,0.8422285162959416,0.5910633111346667 | |