Sentence Similarity
sentence-transformers
Safetensors
English
modernbert
biencoder
text-classification
sentence-pair-classification
semantic-similarity
semantic-search
retrieval
reranking
Generated from Trainer
dataset_size:483820
loss:MultipleNegativesSymmetricRankingLoss
Eval Results
text-embeddings-inference
Training in progress, step 1000
Browse files- eval/binary_classification_evaluation_test_results.csv +2 -0
- initial_metrics.json +18 -0
- model.safetensors +1 -1
- training_args.bin +3 -0
eval/binary_classification_evaluation_test_results.csv
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epoch,steps,cosine_accuracy,cosine_accuracy_threshold,cosine_f1,cosine_precision,cosine_recall,cosine_f1_threshold,cosine_ap,cosine_mcc
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0.04581481651165987,1000,0.7969074990728947,0.7840691944081263,0.712874908558888,0.8710614525139665,0.8197946584384748,0.598780200009462
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initial_metrics.json
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{
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"val_cosine_accuracy": 0.762879238548483,
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"val_cosine_accuracy_threshold": 0.8641344308853149,
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"val_cosine_f1": 0.6906413705224409,
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"val_cosine_f1_threshold": 0.826151430606842,
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"val_cosine_precision": 0.6289324394017535,
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"val_cosine_recall": 0.7657770800627943,
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"val_cosine_ap": 0.7350886848165957,
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"val_cosine_mcc": 0.47694835496637344,
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"test_cosine_accuracy": 0.7035036519888425,
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"test_cosine_accuracy_threshold": 0.8520702719688416,
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"test_cosine_f1": 0.7118695167174169,
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"test_cosine_f1_threshold": 0.8109757900238037,
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"test_cosine_precision": 0.597953808752026,
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"test_cosine_recall": 0.8794040968342645,
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"test_cosine_ap": 0.6473233550443912,
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"test_cosine_mcc": 0.4409362621742405
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}
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model.safetensors
CHANGED
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size 596070136
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version https://git-lfs.github.com/spec/v1
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oid sha256:59725a3f25d25450ac852c775554cdeeb00fbacdc6d043d5e21e2663f59a55e8
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size 596070136
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training_args.bin
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:0088cd820fb9812b281ef41a4d922fdd3c8770ba82334a703accfe5a194273f7
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size 6161
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