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 +1 -0
- initial_metrics.json +8 -8
- model.safetensors +1 -1
- training_args.bin +1 -1
eval/binary_classification_evaluation_test_results.csv
CHANGED
@@ -155,3 +155,4 @@ epoch,steps,cosine_accuracy,cosine_accuracy_threshold,cosine_f1,cosine_precision
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155 |
1.8518518518518519,14000,0.7086631947243676,0.7153037591305897,0.5947267071544956,0.8972067039106145,0.6835217250536465,0.44809022283497335
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156 |
1.9841269841269842,15000,0.7061962883539447,0.7130300967713296,0.5915250908376706,0.8973556797020484,0.6907271064336346,0.44277941108378455
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157 |
2.1164021164021163,16000,0.7079215104561358,0.7148974130240855,0.5949517446176689,0.8954189944134078,0.6872757358412341,0.44718480467148364
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155 |
1.8518518518518519,14000,0.7086631947243676,0.7153037591305897,0.5947267071544956,0.8972067039106145,0.6835217250536465,0.44809022283497335
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156 |
1.9841269841269842,15000,0.7061962883539447,0.7130300967713296,0.5915250908376706,0.8973556797020484,0.6907271064336346,0.44277941108378455
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157 |
2.1164021164021163,16000,0.7079215104561358,0.7148974130240855,0.5949517446176689,0.8954189944134078,0.6872757358412341,0.44718480467148364
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158 |
+
0.26455026455026454,1000,0.7117589203656826,0.7177313432835821,0.5988542963885429,0.8954934823091247,0.660905056042479,0.4537581257418676
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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": 0.7035681462730365,
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3 |
+
"test_cosine_accuracy_threshold": 0.8473721742630005,
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4 |
+
"test_cosine_f1": 0.712274188436637,
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5 |
+
"test_cosine_f1_threshold": 0.8116312026977539,
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6 |
+
"test_cosine_precision": 0.5987668417446905,
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7 |
+
"test_cosine_recall": 0.8788826815642458,
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8 |
+
"test_cosine_ap": 0.6473811496690576,
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9 |
+
"test_cosine_mcc": 0.4419218320172892
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10 |
}
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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:d1a375451e4f4ca90c8ac8d0d1320bbc9ad79b527f38c080a7338df692ef8740
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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:a662726dfec4a4b38ffda72e74bde622d087344ac18c4624dc7db591f33f2cf6
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size 6225
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