Model: kangbeom/v1_full_finetuned_e5_lr2e-05_bs32
Author: kangbeom
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, xlm-roberta, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:20746, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:intfloat/multilingual-e5-large, base_model:finetune:intfloat/multilingual-e5-large, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: intfloat/multilingual-e5-large
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:20746, loss:MultipleNegativesRankingLoss
base_model: intfloat/multilingual-e5-large
widget: source_sentence: query: TOF 약어 좀 풀어주세요.
sentences: passage: Character Identifier Font, passage: Time Of Flight, passage: Switching Center Control System, source_sentence: query: DBss 의미가 뭐예요?
sentences: passage: Database subsystem, passage: BTS Common Block, passage: Local RF Unit-IMT 1T2R, source_sentence: query: 무슨 뜻이야 PAPR?
sentences: passage: Automatic Dialing and Announcing Device, passage: Web Content Accessibility Guidelines, passage: Peak to Average Power Ratio, source_sentence: query: PURL 뜻 설명해줘.
sentences: passage: Authentication Management Field, passage: Persistent Uniform Resource Locator, passage: District Center, source_sentence: query: PSE 의미가 뭐예요?
sentences: passage: Power Sourcing Equipment, passage: gNB Unified MAC Block, passage: Remote Access Dial in User Service
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: SentenceTransformer based on intfloat/multilingual-e5-large
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: full model evaluation
type: full-model-evaluation
metrics: type: cosine_accuracy@1
value: 0.8605
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.979
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.991
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.997
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.8605
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.32633333333333325
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.19820000000000004
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09970000000000001
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.8605
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.979
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.991
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.997
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.9392350220037554
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.9195601190476186
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.9197135239760239
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 20
Created: 2025-09-07 13:21:28