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 +18 -0
- initial_metrics.json +8 -8
- model.safetensors +1 -1
- training_args.bin +1 -1
eval/binary_classification_evaluation_test_results.csv
CHANGED
@@ -376,3 +376,21 @@ epoch,steps,cosine_accuracy,cosine_accuracy_threshold,cosine_f1,cosine_precision
|
|
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
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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
|
379 |
+
1.164021164021164,1100,0.7178213830799245,0.7228639848185912,0.6068222621184919,0.893780260707635,0.6763251936543287,0.46558755555679987
|
380 |
+
1.2698412698412698,1200,0.7253833379016784,0.7288844135237398,0.6173308523285264,0.8896461824953446,0.7061208835043133,0.47935591590197624
|
381 |
+
1.3756613756613756,1300,0.7178858773641186,0.7209525811585934,0.6039800744691557,0.8941154562383613,0.689163050014151,0.4612077276613125
|
382 |
+
1.4814814814814814,1400,0.7169507102433047,0.7237686088487127,0.6036627849109187,0.903538175046555,0.6848309813476376,0.4675343204002828
|
383 |
+
1.5873015873015874,1500,0.7272214250012092,0.731746079342709,0.6124021280867296,0.9088640595903166,0.7088438677642825,0.4856144827527122
|
384 |
+
1.693121693121693,1600,0.7252221021911933,0.7329168410354516,0.6120874731639123,0.9131843575418994,0.6841441173120842,0.488356938480207
|
385 |
+
1.798941798941799,1700,0.7216265458473743,0.7294060723357929,0.6139591712060276,0.8983240223463688,0.7019441835995945,0.48031187044724677
|
386 |
+
1.9047619047619047,1800,0.7241256993598942,0.7311781894955862,0.6204658167372056,0.8899813780260708,0.6910834214285527,0.48448728010116393
|
387 |
+
0.013227513227513227,100,0.7195627287531643,0.7260071714828095,0.6096042910636575,0.8973556797020484,0.6690665644435123,0.4726564022540186
|
388 |
+
0.026455026455026454,200,0.7281082214088777,0.7345389392490017,0.6200620369658284,0.9008566108007449,0.6800948760369643,0.4917628905850036
|
389 |
+
0.03968253968253968,300,0.7157091952725689,0.7263973838793678,0.6119585735421662,0.8934823091247672,0.664749026449293,0.47362194185378764
|
390 |
+
0.05291005291005291,400,0.7030683155705325,0.7119963302209266,0.5906847700655553,0.8960148975791434,0.6628763577248821,0.4403862627477715
|
391 |
+
0.06613756613756613,500,0.7123554924944777,0.7202005688649091,0.5938920591933455,0.9147486033519553,0.6819369177459955,0.4596021289004818
|
392 |
+
0.07936507936507936,600,0.6931684429467438,0.705172014363489,0.5768465438006348,0.906927374301676,0.6614747505707088,0.42407283019995334
|
393 |
+
0.09259259259259259,700,0.6879605294980732,0.6985861182519281,0.5746623732397751,0.8906517690875233,0.6624433027140442,0.40851743620117215
|
394 |
+
0.10582010582010581,800,0.686735138098386,0.6924807717760555,0.5721645726506112,0.8768715083798883,0.6669413090291771,0.39459970039839465
|
395 |
+
0.11904761904761904,900,0.6768997597587914,0.6871684878699168,0.5624406908331752,0.8829795158286778,0.6521535930300569,0.38075148049725743
|
396 |
+
0.13227513227513227,1000,0.6617274794021379,0.6735816259652923,0.5454587410005538,0.8803724394785847,0.6380061697209345,0.34590938438822566
|
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": 0.7037777526966672,
|
3 |
+
"test_cosine_accuracy_threshold": 0.8524033427238464,
|
4 |
+
"test_cosine_f1": 0.7122170715871171,
|
5 |
+
"test_cosine_f1_threshold": 0.8118724822998047,
|
6 |
+
"test_cosine_precision": 0.5989283084033827,
|
7 |
+
"test_cosine_recall": 0.8783612662942272,
|
8 |
+
"test_cosine_ap": 0.6476617871668658,
|
9 |
+
"test_cosine_mcc": 0.44182914870985407
|
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 sha256:7b7369b6d08e08822815ab293416e85807baaded38c6dbe3be02d51fd2972678
|
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 sha256:51e7cb2782b7e1e215ad4d8e763ebe1c16a6c038b6a418fd1325d22aa990b3b9
|
3 |
size 6225
|