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
- initial_metrics.json +8 -8
- model.safetensors +1 -1
- training_args.bin +1 -1
eval/binary_classification_evaluation_test_results.csv
CHANGED
@@ -439,3 +439,4 @@ epoch,steps,cosine_accuracy,cosine_accuracy_threshold,cosine_f1,cosine_precision
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439 |
0.5291005291005291,4000,0.7037777526966672,0.7122170715871171,0.5989283084033827,0.8783612662942272,0.6476617871668658,0.44182914870985407
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440 |
0.13227513227513227,1000,0.7213201979974525,0.7271285588186892,0.6076617238878748,0.9050651769087523,0.6862317912116369,0.47517110412821156
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441 |
0.26455026455026454,2000,0.7213201979974525,0.7271285588186892,0.6076617238878748,0.9050651769087523,0.6862317912116369,0.47517110412821156
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439 |
0.5291005291005291,4000,0.7037777526966672,0.7122170715871171,0.5989283084033827,0.8783612662942272,0.6476617871668658,0.44182914870985407
|
440 |
0.13227513227513227,1000,0.7213201979974525,0.7271285588186892,0.6076617238878748,0.9050651769087523,0.6862317912116369,0.47517110412821156
|
441 |
0.26455026455026454,2000,0.7213201979974525,0.7271285588186892,0.6076617238878748,0.9050651769087523,0.6862317912116369,0.47517110412821156
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442 |
+
0.20665426741062204,1000,0.7200141887425227,0.7278732827865776,0.6097346245755251,0.9027932960893855,0.6704549687851825,0.4768397168625285
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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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4 |
-
"test_cosine_f1": 0.
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5 |
-
"test_cosine_f1_threshold": 0.
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6 |
-
"test_cosine_precision": 0.
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7 |
-
"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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2 |
+
"test_cosine_accuracy": 0.7036165169861821,
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3 |
+
"test_cosine_accuracy_threshold": 0.8524742126464844,
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4 |
+
"test_cosine_f1": 0.7123780174627633,
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5 |
+
"test_cosine_f1_threshold": 0.8120777606964111,
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6 |
+
"test_cosine_precision": 0.5992426552810817,
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7 |
+
"test_cosine_recall": 0.8781750465549348,
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8 |
+
"test_cosine_ap": 0.6475972261979004,
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9 |
+
"test_cosine_mcc": 0.44221965028695587
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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:eeaa3fef0943e2c3c4882208f16aaf078e36169b16e8456f0b206ca8a82ef262
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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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oid sha256:bdd9794d7efc27c7051dd09eda2cb86338c5bcb066582f525b43789f558cbeef
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