Model: truro7/vn-law-embedding
Author: truro7
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, xlm-roberta, legal, sentence-similarity, feature-extraction, generated_from_trainer, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, vi, dataset:truro7/vn-law-questions-and-corpus, base_model:hiieu/halong_embedding, base_model:finetune:hiieu/halong_embedding, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: hiieu/halong_embedding
Card metadata: license: apache-2.0
datasets: truro7/vn-law-questions-and-corpus
language: vi
base_model: hiieu/halong_embedding
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
pipeline_tag: sentence-similarity
tags: legal, sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
model-index: name: VN Law Embedding
results: task: type: information-retrieval
name: Information Retrieval
metrics: type: cosine_accuracy@1
value: 0.623
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.792
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.851
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.623
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.412
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.31
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.184
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.353
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.608
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.722
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.823
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.706
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.717
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.645
name: Cosine Map@100
verified: no
Likes: 6 | All-time downloads: 176083
Created: 2024-09-07 06:31:25