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
CHANGED
@@ -354,3 +354,4 @@ epoch,steps,cosine_accuracy,cosine_accuracy_threshold,cosine_f1,cosine_precision
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52.116402116402114,197000,0.7670627690620919,0.7557872986149227,0.6669990882151812,0.8718435754189944,0.7775947397511751,0.5393761775866834
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355 |
52.38095238095238,198000,0.7667725447832185,0.7553963798277031,0.6663251366120219,0.8719553072625699,0.777431193404544,0.5385298107291973
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356 |
0.26455026455026454,1000,0.7117589203656826,0.7177313432835821,0.5988542963885429,0.8954934823091247,0.660905056042479,0.4537581257418676
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354 |
52.116402116402114,197000,0.7670627690620919,0.7557872986149227,0.6669990882151812,0.8718435754189944,0.7775947397511751,0.5393761775866834
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355 |
52.38095238095238,198000,0.7667725447832185,0.7553963798277031,0.6663251366120219,0.8719553072625699,0.777431193404544,0.5385298107291973
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356 |
0.26455026455026454,1000,0.7117589203656826,0.7177313432835821,0.5988542963885429,0.8954934823091247,0.660905056042479,0.4537581257418676
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+
0.26455026455026454,1000,0.7117589203656826,0.7177313432835821,0.5988542963885429,0.8954934823091247,0.6609050528483301,0.4537581257418676
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initial_metrics.json
CHANGED
@@ -5,6 +5,6 @@
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"test_cosine_f1_threshold": 0.8116312026977539,
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"test_cosine_precision": 0.5987668417446905,
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"test_cosine_recall": 0.8788826815642458,
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8 |
-
"test_cosine_ap": 0.
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9 |
"test_cosine_mcc": 0.4419218320172892
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}
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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": 0.6473811529734892,
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9 |
"test_cosine_mcc": 0.4419218320172892
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}
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tokenizer.json
CHANGED
@@ -2,7 +2,7 @@
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"version": "1.0",
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"truncation": {
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"direction": "Right",
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-
"max_length":
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"strategy": "LongestFirst",
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"stride": 0
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},
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"version": "1.0",
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"truncation": {
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"direction": "Right",
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+
"max_length": 100,
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"strategy": "LongestFirst",
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"stride": 0
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},
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tokenizer_config.json
CHANGED
@@ -933,6 +933,7 @@
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"cls_token": "[CLS]",
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"extra_special_tokens": {},
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"mask_token": "[MASK]",
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"model_input_names": [
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"input_ids",
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"attention_mask"
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"cls_token": "[CLS]",
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"extra_special_tokens": {},
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"mask_token": "[MASK]",
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+
"max_length": 100,
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"model_input_names": [
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"input_ids",
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"attention_mask"
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