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 +10 -0
- initial_metrics.json +8 -8
- model.safetensors +1 -1
- training_args.bin +1 -1
eval/binary_classification_evaluation_test_results.csv
CHANGED
@@ -366,3 +366,13 @@ epoch,steps,cosine_accuracy,cosine_accuracy_threshold,cosine_f1,cosine_precision
|
|
366 |
2.380952380952381,9000,0.7184340787797682,0.7247912120984125,0.6080797879055675,0.8969459962756052,0.6942875060207415,0.4699047891671318
|
367 |
2.6455026455026456,10000,0.7164025088276551,0.7232579185520364,0.6077566539923954,0.8929608938547486,0.6868141561241502,0.4665090898207901
|
368 |
2.91005291005291,11000,0.7257380564647458,0.7341436666057394,0.6210762331838565,0.8975418994413408,0.6806438861921056,0.4909113329635937
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
366 |
2.380952380952381,9000,0.7184340787797682,0.7247912120984125,0.6080797879055675,0.8969459962756052,0.6942875060207415,0.4699047891671318
|
367 |
2.6455026455026456,10000,0.7164025088276551,0.7232579185520364,0.6077566539923954,0.8929608938547486,0.6868141561241502,0.4665090898207901
|
368 |
2.91005291005291,11000,0.7257380564647458,0.7341436666057394,0.6210762331838565,0.8975418994413408,0.6806438861921056,0.4909113329635937
|
369 |
+
0.10582010582010581,100,0.7135970074652134,0.7199391852613692,0.6001640199806159,0.8994413407821229,0.6635199864463177,0.45878062640812023
|
370 |
+
0.21164021164021163,200,0.7212879508553555,0.7267314227287762,0.6093907605406496,0.9000372439478584,0.6751972217267528,0.47426626160146673
|
371 |
+
0.31746031746031744,300,0.7234646329469051,0.7289919124500166,0.6111867311958056,0.9030540037243948,0.6735650036346769,0.4793610249278051
|
372 |
+
0.42328042328042326,400,0.7202076715951049,0.7272645565259075,0.608289272558699,0.904096834264432,0.6701428356555458,0.475470846045479
|
373 |
+
0.5291005291005291,500,0.7243836764966705,0.7310702584637786,0.6166896975280208,0.8975418994413408,0.6776285809731222,0.48405446118781564
|
374 |
+
0.6349206349206349,600,0.726495864304026,0.734403391883707,0.6187803010972187,0.9031657355679702,0.6771650002049592,0.4914632062824705
|
375 |
+
0.7407407407407407,700,0.7229164315312555,0.7287978209731335,0.623470846793412,0.8769459962756052,0.671402703412655,0.4798879277250998
|
376 |
+
0.8465608465608465,800,0.7200303123135712,0.7276620950471591,0.614372547510964,0.8921787709497206,0.6678865510195985,0.47651614143737253
|
377 |
+
0.9523809523809523,900,0.7220618822656842,0.7299836848147925,0.6140649621308393,0.8998510242085661,0.6796701759152812,0.481595304045966
|
378 |
+
1.0582010582010581,1000,0.716773350961771,0.7239782383885617,0.6057482506959597,0.8995530726256983,0.672281431406155,0.4680222657557597
|
initial_metrics.json
CHANGED
@@ -1,10 +1,10 @@
|
|
1 |
{
|
2 |
-
"test_cosine_accuracy": 0.
|
3 |
-
"test_cosine_accuracy_threshold": 0.
|
4 |
-
"test_cosine_f1": 0.
|
5 |
-
"test_cosine_f1_threshold": 0.
|
6 |
-
"test_cosine_precision": 0.
|
7 |
-
"test_cosine_recall": 0.
|
8 |
-
"test_cosine_ap": 0.
|
9 |
-
"test_cosine_mcc": 0.
|
10 |
}
|
|
|
1 |
{
|
2 |
+
"test_cosine_accuracy": 0.7037293819835218,
|
3 |
+
"test_cosine_accuracy_threshold": 0.8525874614715576,
|
4 |
+
"test_cosine_f1": 0.7122093899828121,
|
5 |
+
"test_cosine_f1_threshold": 0.8112621903419495,
|
6 |
+
"test_cosine_precision": 0.5983128989765933,
|
7 |
+
"test_cosine_recall": 0.8796648044692738,
|
8 |
+
"test_cosine_ap": 0.6475240559551336,
|
9 |
+
"test_cosine_mcc": 0.4417109144942841
|
10 |
}
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 298041696
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:775e5818a3a971b89c768b22e0e510d072f493741fc682162b422c7616487aa0
|
3 |
size 298041696
|
training_args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 6225
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b495575625b9bb6a8c92197d6d010ab9fdf9cabb719920580e41a52fff2fce79
|
3 |
size 6225
|