Hugging Face's logo

aditeyabaral-redis
/
langcache-embed-v3

Sentence Similarity
sentence-transformers
Safetensors
English
modernbert
biencoder
text-classification
sentence-pair-classification
semantic-similarity
semantic-search
retrieval
reranking
Generated from Trainer
dataset_size:1056095
loss:CoSENTLoss
Eval Results
text-embeddings-inference
Model card Files
xet
Community
aditeyabaral-redis commited on
Commit
c6dcbbf
·
verified ·
1 Parent(s): 3e2daf1

Training in progress, step 1000

Browse files
Files changed (4) hide show
  1. eval/binary_classification_evaluation_test_results.csv +9 -0
  2. initial_metrics.json +18 -0
  3. model.safetensors +1 -1
  4. training_args.bin +3 -0
eval/binary_classification_evaluation_test_results.csv ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
1
+ epoch,steps,cosine_accuracy,cosine_accuracy_threshold,cosine_f1,cosine_precision,cosine_recall,cosine_f1_threshold,cosine_ap,cosine_mcc
2
+ 0.18181818181818182,1000,0.8502926428145305,0.8338483562911364,0.7848105425745178,0.8894227188081937,0.8979442154334666,0.6969539848432889
3
+ 0.18181818181818182,1000,0.8502926428145305,0.8338483562911364,0.7848105425745178,0.8894227188081937,0.8979442154334666,0.6969539848432889
4
+ 0.18181818181818182,1000,0.8502926428145305,0.8338483562911364,0.7848105425745178,0.8894227188081937,0.8979442154334666,0.6969539848432889
5
+ 0.18181818181818182,1000,0.8502926428145305,0.8338483562911364,0.7848105425745178,0.8894227188081937,0.8979442154334666,0.6969539848432889
6
+ 0.18181818181818182,1000,0.849712194256784,0.8315021565877988,0.7942961782359524,0.8723649906890131,0.8929334546082635,0.6943433868025313
7
+ 0.18181818181818182,1000,0.849712194256784,0.8315021565877988,0.7942961782359524,0.8723649906890131,0.8929334546082635,0.6943433868025313
8
+ 0.18181818181818182,1000,0.849712194256784,0.8315021565877988,0.7942961782359524,0.8723649906890131,0.8929334546082635,0.6943433868025313
9
+ 0.18181818181818182,1000,0.849712194256784,0.8315021565877988,0.7942961782359524,0.8723649906890131,0.8929334546082635,0.6943433868025313
initial_metrics.json ADDED
@@ -0,0 +1,18 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "val_cosine_accuracy": 0.7629982153480072,
3
+ "val_cosine_accuracy_threshold": 0.8640064001083374,
4
+ "val_cosine_f1": 0.6907391673746814,
5
+ "val_cosine_f1_threshold": 0.8261547684669495,
6
+ "val_cosine_precision": 0.6290946608202218,
7
+ "val_cosine_recall": 0.7657770800627943,
8
+ "val_cosine_ap": 0.7350929175906749,
9
+ "val_cosine_mcc": 0.47714361581572273,
10
+ "test_cosine_accuracy": 0.7035036519888425,
11
+ "test_cosine_accuracy_threshold": 0.8520700931549072,
12
+ "test_cosine_f1": 0.7118460123901542,
13
+ "test_cosine_f1_threshold": 0.8109649419784546,
14
+ "test_cosine_precision": 0.5979034259235814,
15
+ "test_cosine_recall": 0.8794413407821229,
16
+ "test_cosine_ap": 0.6473553527394227,
17
+ "test_cosine_mcc": 0.4408784752892243
18
+ }
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:0f9247027e7d57e8b36440b5b3d10a785ded92c7c9f4a313ff7f54a549967290
3
  size 596070136
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e414ec2ae07d178c7a46b690ced41e7aff90dc690c0d486282aac74a77d521f7
3
  size 596070136
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:03632274f4e4d48a9c938510acd1d8d1a2e416670c20ae11eefdbecaf842ab0d
3
+ size 6225