Model: splendor1811/BGE-mapping-tool
Author: splendor1811
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, xlm-roberta, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:6066, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, vi, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, base_model:splendor1811/BGE-base-banking-ONE-v0106, base_model:finetune:splendor1811/BGE-base-banking-ONE-v0106, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: splendor1811/BGE-base-banking-ONE-v0106
Card metadata: language: vi
license: apache-2.0
tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:6066, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
base_model: splendor1811/BGE-base-banking-ONE-v0106
widget: source_sentence: HUYNHDEANHKHOA COMPANY LIMITED
sentences: SHYH JIUH INDUSTRIAL CO.,LTD, KENG HIN ENGINEERING CO, CTTNHHTHIETKE MYTHUAT VA TINHOC HUYNHDEANHKHOA, source_sentence: YUEQING RONGSHENG ELECTRICAL APPLIANCES LTD.
sentences: RAUCH FRUCHTSÄFTE GMBH & CO OG, YUEQING RONGSHENG INTRODUCED ELECTRICAL APPLIANCES CO., LTD, BACH MY TRADING, SERVICES AND CONSTRUCTION COMPANY LIMITED, source_sentence: ZHENFA TEXTILE COMPANY, LIMITED
sentences: DATANI LOGISTICS COMPANY LIMITED, Quan Pham Electrical Equipment Co., Ltd., ZHENFA TEXTILE CO., LIMITED, source_sentence: CONG TY TNHH KY THUAT VSI
sentences: CTCAD SERVICES TRADING COMPANY LIMITED, CHAKTOMUK RESOURCES SUPPLY IMPORT EXPORT CO.,LTD, VSI ENGINEERING COMPANY LIMITED, source_sentence: VIET ANH DUONG CO., LTD
sentences: ROCK GRANITES, CTY TNHH VIET ANH DUONG, SOVAN SEUNGDEN CO.,LTD
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy@1, cosine_accuracy@3, cosine_accuracy@5, cosine_accuracy@10, cosine_precision@1, cosine_precision@3, cosine_precision@5, cosine_precision@10, cosine_recall@1, cosine_recall@3, cosine_recall@5, cosine_recall@10, cosine_ndcg@10, cosine_mrr@10, cosine_map@100
model-index: name: BGE-mapping-tool
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 1024
type: dim_1024
metrics: type: cosine_accuracy@1
value: 0.844213649851632
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9169139465875371
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9540059347181009
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.983679525222552
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.844213649851632
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.8209693372898119
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.8172106824925816
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.7956973293768547
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.04068450507619647
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.11841496782149599
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.1962584728163363
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.38186014447142047
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8055555734311861
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8893975790118221
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8042214818897099
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 768
type: dim_768
metrics: type: cosine_accuracy@1
value: 0.8501483679525222
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9124629080118695
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9525222551928784
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.983679525222552
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.8501483679525222
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.8199802176063304
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.8160237388724035
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.7958456973293768
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.040903524434681704
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.1182842627204645
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.1959109963561002
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.38199438214275006
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8060214331494838
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8915365503273512
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8045717264189338
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 23
Created: 2025-09-13 12:12:36