Hugging Face's logo

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:1451941
loss:MultipleNegativesRankingLoss
Eval Results
text-embeddings-inference
Model card Files
xet
Community
radoslavralev commited on
Commit
ac50461
·
verified ·
1 Parent(s): b274ed8

Training in progress, step 1000

Browse files
Files changed (6) hide show
  1. .gitattributes +1 -0
  2. eval/Information-Retrieval_evaluation_train_predictions_cosine.jsonl +3 -0
  3. eval/Information-Retrieval_evaluation_train_results.csv +4 -0
  4. initial_metrics.json +6 -8
  5. model.safetensors +1 -1
  6. training_args.bin +1 -1
.gitattributes CHANGED
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
36
+ eval/Information-Retrieval_evaluation_train_predictions_cosine.jsonl filter=lfs diff=lfs merge=lfs -text
eval/Information-Retrieval_evaluation_train_predictions_cosine.jsonl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:681e95ac2808bcfcf52b9fb5b3b712e44f7c9349b002fdfce53f2efb594a4823
3
+ size 107524017
eval/Information-Retrieval_evaluation_train_results.csv ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ epoch,steps,cosine-Accuracy@1,cosine-Precision@1,cosine-Recall@1,cosine-MRR@1,cosine-NDCG@10,cosine-MAP@100
2
+ 0.13227513227513227,1000,0.5635851915999134,0.5635851915999134,0.5415033854192763,0.5635851915999134,0.7563732773982883,0.7019210968965367
3
+ 0.00013227513227513228,1,0.5579995670058454,0.5579995670058454,0.5359686891852944,0.5579995670058454,0.7524082716425572,0.6975777745051742
4
+ 0.13227513227513227,1000,0.5635851915999134,0.5635851915999134,0.5415033854192763,0.5635851915999134,0.7563732773982883,0.7019210968965367
initial_metrics.json CHANGED
@@ -1,10 +1,8 @@
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
  }
 
1
  {
2
+ "train_cosine_accuracy@1": 0.5579995670058454,
3
+ "train_cosine_precision@1": 0.5579995670058454,
4
+ "train_cosine_recall@1": 0.5359686891852944,
5
+ "train_cosine_ndcg@10": 0.7524082716425572,
6
+ "train_cosine_mrr@1": 0.5579995670058454,
7
+ "train_cosine_map@100": 0.6975777745051742
 
 
8
  }
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:95d02211c4cca89113f9f3e93ed91f5176bf50170faa2cb835f7bfea15bb9dd2
3
  size 298041696
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:68238856e3114ee9c01fd9f837b985f18a427a3691db32be7da26f147507db7b
3
  size 298041696
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:db5901391660be8151842c240faa1003fa2f79e8a4ecb17a76d95da8a5c11c50
3
  size 6225
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:060d87acbf695c5c2a0e6a76086f8ed49d438c7159e14f523f2d61cb5e5cd3ba
3
  size 6225