Hugging Face's logo

redis
/
langcache-embed-experimental

Sentence Similarity
sentence-transformers
Safetensors
English
bert
biencoder
text-classification
sentence-pair-classification
semantic-similarity
semantic-search
retrieval
reranking
Generated from Trainer
dataset_size:9233417
loss:ArcFaceInBatchLoss
Eval Results
text-embeddings-inference
Model card Files
xet
Community
radoslavralev commited on
Commit
7b8d1f3
·
verified ·
1 Parent(s): 50fd581

Add new SentenceTransformer model

Browse files
Files changed (1) hide show
  1. README.md +13 -13
README.md CHANGED
@@ -83,28 +83,28 @@ model-index:
83
  type: test
84
  metrics:
85
  - type: cosine_accuracy@1
86
- value: 0.5767398545793188
87
  name: Cosine Accuracy@1
88
  - type: cosine_precision@1
89
- value: 0.5767398545793188
90
  name: Cosine Precision@1
91
  - type: cosine_recall@1
92
- value: 0.5587729928098495
93
  name: Cosine Recall@1
94
  - type: cosine_ndcg@10
95
- value: 0.765303742759965
96
  name: Cosine Ndcg@10
97
  - type: cosine_mrr@1
98
- value: 0.5767398545793188
99
  name: Cosine Mrr@1
100
  - type: cosine_map@100
101
- value: 0.713047413557968
102
  name: Cosine Map@100
103
  - type: cosine_auc_precision_cache_hit_ratio
104
- value: 0.3336770620642977
105
  name: Cosine Auc Precision Cache Hit Ratio
106
  - type: cosine_auc_similarity_distribution
107
- value: 0.15285988421779204
108
  name: Cosine Auc Similarity Distribution
109
  ---
110
 
@@ -210,13 +210,13 @@ You can finetune this model on your own dataset.
210
 
211
  | Metric | Value |
212
  |:-------------------------------------|:-----------|
213
- | cosine_accuracy@1 | 0.5767 |
214
- | cosine_precision@1 | 0.5767 |
215
  | cosine_recall@1 | 0.5588 |
216
  | **cosine_ndcg@10** | **0.7653** |
217
- | cosine_mrr@1 | 0.5767 |
218
- | cosine_map@100 | 0.713 |
219
- | cosine_auc_precision_cache_hit_ratio | 0.3337 |
220
  | cosine_auc_similarity_distribution | 0.1529 |
221
 
222
  <!--
 
83
  type: test
84
  metrics:
85
  - type: cosine_accuracy@1
86
+ value: 0.5767756724811061
87
  name: Cosine Accuracy@1
88
  - type: cosine_precision@1
89
+ value: 0.5767756724811061
90
  name: Cosine Precision@1
91
  - type: cosine_recall@1
92
+ value: 0.5587801563902068
93
  name: Cosine Recall@1
94
  - type: cosine_ndcg@10
95
+ value: 0.7653413051737595
96
  name: Cosine Ndcg@10
97
  - type: cosine_mrr@1
98
+ value: 0.5767756724811061
99
  name: Cosine Mrr@1
100
  - type: cosine_map@100
101
+ value: 0.713060175850096
102
  name: Cosine Map@100
103
  - type: cosine_auc_precision_cache_hit_ratio
104
+ value: 0.3338195097026198
105
  name: Cosine Auc Precision Cache Hit Ratio
106
  - type: cosine_auc_similarity_distribution
107
+ value: 0.15285698677775272
108
  name: Cosine Auc Similarity Distribution
109
  ---
110
 
 
210
 
211
  | Metric | Value |
212
  |:-------------------------------------|:-----------|
213
+ | cosine_accuracy@1 | 0.5768 |
214
+ | cosine_precision@1 | 0.5768 |
215
  | cosine_recall@1 | 0.5588 |
216
  | **cosine_ndcg@10** | **0.7653** |
217
+ | cosine_mrr@1 | 0.5768 |
218
+ | cosine_map@100 | 0.7131 |
219
+ | cosine_auc_precision_cache_hit_ratio | 0.3338 |
220
  | cosine_auc_similarity_distribution | 0.1529 |
221
 
222
  <!--