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
@@ -78,3 +78,4 @@ epoch,steps,cosine_accuracy,cosine_accuracy_threshold,cosine_f1,cosine_precision
|
|
78 |
2.3365556420946536,51000,0.8599990325857371,0.8393311523082515,0.8196663116790912,0.8599627560521416,0.9170899817640746,0.7120500010109944
|
79 |
2.3823704586063132,52000,0.862498186098257,0.8422172149616944,0.8161048034934498,0.8700558659217877,0.9213002834180744,0.71599577496842
|
80 |
2.4281852751179733,53000,0.8602086390093678,0.8428491790897157,0.8148753433707709,0.8728119180633147,0.9175858122309677,0.7168065568177265
|
|
|
|
78 |
2.3365556420946536,51000,0.8599990325857371,0.8393311523082515,0.8196663116790912,0.8599627560521416,0.9170899817640746,0.7120500010109944
|
79 |
2.3823704586063132,52000,0.862498186098257,0.8422172149616944,0.8161048034934498,0.8700558659217877,0.9213002834180744,0.71599577496842
|
80 |
2.4281852751179733,53000,0.8602086390093678,0.8428491790897157,0.8148753433707709,0.8728119180633147,0.9175858122309677,0.7168065568177265
|
81 |
+
0.13227513227513227,1000,0.7121942567839925,0.7173775813869602,0.6013758693680072,0.8888268156424581,0.6671781481216328,0.4531700143158064
|
eval/binary_classification_evaluation_val_results.csv
CHANGED
@@ -222,3 +222,4 @@ epoch,steps,cosine_accuracy,cosine_accuracy_threshold,cosine_f1,cosine_precision
|
|
222 |
11.728055708264614,192000,0.7528851873884592,0.6801275239107333,0.589454294266636,0.8037676609105181,0.7437831109879,0.4486958067270359
|
223 |
11.78913933174516,193000,0.7528851873884592,0.6808794137241839,0.5914351851851852,0.8021978021978022,0.7437314781807215,0.45044360289657365
|
224 |
11.850222955225703,194000,0.7527662105889351,0.6803355079217148,0.5906148867313916,0.8021978021978022,0.7437489749999012,0.44934635040370324
|
|
|
|
222 |
11.728055708264614,192000,0.7528851873884592,0.6801275239107333,0.589454294266636,0.8037676609105181,0.7437831109879,0.4486958067270359
|
223 |
11.78913933174516,193000,0.7528851873884592,0.6808794137241839,0.5914351851851852,0.8021978021978022,0.7437314781807215,0.45044360289657365
|
224 |
11.850222955225703,194000,0.7527662105889351,0.6803355079217148,0.5906148867313916,0.8021978021978022,0.7437489749999012,0.44934635040370324
|
225 |
+
11.911306578706249,195000,0.7528851873884592,0.6810160427807487,0.5930151338766007,0.7996860282574568,0.7437180816453722,0.45109955704241617
|
initial_metrics.json
CHANGED
@@ -1,12 +1,4 @@
|
|
1 |
{
|
2 |
-
"val_cosine_accuracy": 0.7638310529446758,
|
3 |
-
"val_cosine_accuracy_threshold": 0.8640533685684204,
|
4 |
-
"val_cosine_f1": 0.6912742186395134,
|
5 |
-
"val_cosine_f1_threshold": 0.825770378112793,
|
6 |
-
"val_cosine_precision": 0.6289243437982501,
|
7 |
-
"val_cosine_recall": 0.7673469387755102,
|
8 |
-
"val_cosine_ap": 0.7353968345121902,
|
9 |
-
"val_cosine_mcc": 0.4778469995044085,
|
10 |
"test_cosine_accuracy": 0.7037777526966672,
|
11 |
"test_cosine_accuracy_threshold": 0.8524033427238464,
|
12 |
"test_cosine_f1": 0.7122170715871171,
|
|
|
1 |
{
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
2 |
"test_cosine_accuracy": 0.7037777526966672,
|
3 |
"test_cosine_accuracy_threshold": 0.8524033427238464,
|
4 |
"test_cosine_f1": 0.7122170715871171,
|
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 sha256:7d08fbb2a2a44f15e654c665c846351d7114fab038fe7dd51cb6621ff166d6d1
|
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:e7d1f18d2e797ad9fa45186c5b02ca403ba6ee20df387b10f36500773bee3663
|
3 |
size 6225
|