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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:76349300
loss:ArcFaceInBatchLoss
Eval Results
text-embeddings-inference
Model card Files
xet
Community
radoslavralev commited on
Commit
e75c423
·
verified ·
1 Parent(s): 635cb64

Training in progress, step 23

Browse files
Files changed (3) hide show
  1. eval/Information-Retrieval_evaluation_test_results.csv +1 -0
  2. final_metrics.json +8 -8
  3. training_args.bin +1 -1
eval/Information-Retrieval_evaluation_test_results.csv CHANGED
@@ -165,3 +165,4 @@ epoch,steps,cosine-Accuracy@1,cosine-Precision@1,cosine-Recall@1,cosine-MRR@1,co
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  37.03703703703704,2000,0.576701464208243,0.576701464208243,0.559483354010791,0.576701464208243,0.7661111384627112,0.7138800579428556,{1: np.float64(0.34132022836701786)},{1: np.float64(0.21232427326411824)}
 
 
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  0.18944506009432016,113000,0.611476409978308,0.611476409978308,0.5944111442700617,0.611476409978308,0.7735059549982037,0.7292614559836187,{1: np.float64(0.3660087125614451)},{1: np.float64(0.22253850866768843)}
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  18.51851851851852,1000,0.5858866594360087,0.5858866594360087,0.5682810311619118,0.5858866594360087,0.7725412297630359,0.7213101247994188,{1: np.float64(0.3429602074937602)},{1: np.float64(0.1664840925830145)}
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final_metrics.json CHANGED
@@ -1,10 +1,10 @@
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  {
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- "test_cosine_accuracy@1": 0.5937161062906724,
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- "test_cosine_precision@1": 0.5937161062906724,
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- "test_cosine_auc_precision_cache_hit_ratio": 0.3537538272587147,
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- "test_cosine_auc_similarity_distribution": 0.1469133718140288
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  }
 
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+ "test_cosine_map@100": 0.7220318483197131,
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+ "test_cosine_auc_precision_cache_hit_ratio": 0.35225380593043687,
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+ "test_cosine_auc_similarity_distribution": 0.1606123387336354
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  }
training_args.bin CHANGED
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