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
| { | |
| "val_cosine_accuracy": 0.762879238548483, | |
| "val_cosine_accuracy_threshold": 0.8641344308853149, | |
| "val_cosine_f1": 0.6906413705224409, | |
| "val_cosine_f1_threshold": 0.826151430606842, | |
| "val_cosine_precision": 0.6289324394017535, | |
| "val_cosine_recall": 0.7657770800627943, | |
| "val_cosine_ap": 0.7350886848165957, | |
| "val_cosine_mcc": 0.47694835496637344, | |
| "test_cosine_accuracy": 0.7035036519888425, | |
| "test_cosine_accuracy_threshold": 0.8520702719688416, | |
| "test_cosine_f1": 0.7118695167174169, | |
| "test_cosine_f1_threshold": 0.8109757900238037, | |
| "test_cosine_precision": 0.597953808752026, | |
| "test_cosine_recall": 0.8794040968342645, | |
| "test_cosine_ap": 0.6473233550443912, | |
| "test_cosine_mcc": 0.4409362621742405 | |
| } |