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
Training in progress, step 1000
Browse files- eval/binary_classification_evaluation_test_results.csv +1 -0
- final_metrics.json +10 -0
- initial_metrics.json +8 -8
- model.safetensors +1 -1
- training_args.bin +1 -1
eval/binary_classification_evaluation_test_results.csv
CHANGED
@@ -639,3 +639,4 @@ epoch,steps,cosine_accuracy,cosine_accuracy_threshold,cosine_f1,cosine_precision
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639 |
40.91754494730316,198000,0.7277696264168588,0.7228416843095743,0.6242990654205608,0.8583240223463687,0.72506753339404,0.4683668719728888
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640 |
41.124199214713784,199000,0.7276083907063736,0.7230253049449689,0.6243366186504928,0.8587709497206704,0.7252152782016026,0.4687253508593131
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641 |
41.330853482124404,200000,0.7276245142774221,0.723032161181329,0.6233076217703221,0.8607448789571694,0.7251364855292874,0.4684913821533736
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639 |
40.91754494730316,198000,0.7277696264168588,0.7228416843095743,0.6242990654205608,0.8583240223463687,0.72506753339404,0.4683668719728888
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640 |
41.124199214713784,199000,0.7276083907063736,0.7230253049449689,0.6243366186504928,0.8587709497206704,0.7252152782016026,0.4687253508593131
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641 |
41.330853482124404,200000,0.7276245142774221,0.723032161181329,0.6233076217703221,0.8607448789571694,0.7251364855292874,0.4684913821533736
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642 |
+
0.13227513227513227,1000,0.7161606552619274,0.7236685767570576,0.6069275208759051,0.8960148975791434,0.6665534715942713,0.46736852807704726
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final_metrics.json
ADDED
@@ -0,0 +1,10 @@
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1 |
+
{
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+
"test_cosine_accuracy": 0.7211589622869673,
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3 |
+
"test_cosine_accuracy_threshold": 0.791547417640686,
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4 |
+
"test_cosine_f1": 0.7313708695848171,
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5 |
+
"test_cosine_f1_threshold": 0.7454214096069336,
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6 |
+
"test_cosine_precision": 0.6130129222398549,
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7 |
+
"test_cosine_recall": 0.9063687150837989,
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8 |
+
"test_cosine_ap": 0.6678462884683662,
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9 |
+
"test_cosine_mcc": 0.4847292686254081
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10 |
+
}
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initial_metrics.json
CHANGED
@@ -1,10 +1,10 @@
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1 |
{
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2 |
-
"test_cosine_accuracy": 0.
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3 |
-
"test_cosine_accuracy_threshold": 0.
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-
"test_cosine_f1": 0.
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-
"test_cosine_f1_threshold": 0.
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-
"test_cosine_precision": 0.
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-
"test_cosine_recall": 0.
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8 |
-
"test_cosine_ap": 0.
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9 |
-
"test_cosine_mcc": 0.
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10 |
}
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1 |
{
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+
"test_cosine_accuracy": 0.7037777526966672,
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3 |
+
"test_cosine_accuracy_threshold": 0.8524033427238464,
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4 |
+
"test_cosine_f1": 0.7122170715871171,
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+
"test_cosine_f1_threshold": 0.8118724822998047,
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6 |
+
"test_cosine_precision": 0.5989283084033827,
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7 |
+
"test_cosine_recall": 0.8783612662942272,
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8 |
+
"test_cosine_ap": 0.6476617871668658,
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+
"test_cosine_mcc": 0.44182914870985407
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}
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model.safetensors
CHANGED
@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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size 298041696
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:68238856e3114ee9c01fd9f837b985f18a427a3691db32be7da26f147507db7b
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size 298041696
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training_args.bin
CHANGED
@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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size 6225
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version https://git-lfs.github.com/spec/v1
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oid sha256:db5901391660be8151842c240faa1003fa2f79e8a4ecb17a76d95da8a5c11c50
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size 6225
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