Model: contextboxai/halong_embedding
Author: contextboxai
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, xlm-roberta, sentence-similarity, feature-extraction, generated_from_trainer, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, vi, en, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, base_model:intfloat/multilingual-e5-base, base_model:finetune:intfloat/multilingual-e5-base, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us, deploy:azure
Base models (finetune): id: intfloat/multilingual-e5-base
Card metadata: base_model: intfloat/multilingual-e5-base
language: vi, en
library_name: sentence-transformers
license: apache-2.0
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: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
widget: source_sentence: Bóng đá có lợi ích gì cho sức khỏe?
sentences: Bóng đá giúp cải thiện sức khỏe tim mạch và tăng cường sức bền., Bóng đá là môn thể thao phổ biến nhất thế giới., Bóng đá có thể giúp bạn kết nối với nhiều người hơn.
model-index: name: Halong Embedding
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 768
type: dim_768
metrics: type: cosine_accuracy@1
value: 0.8294209702660407
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9233176838810642
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9436619718309859
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9687010954616588
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.8294209702660407
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3145539906103286
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1931142410015649
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09906103286384975
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.8145539906103286
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.9178403755868545
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9389671361502347
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9640062597809077
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8976041381292648
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.879893558884169
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8763179130484675
name: Cosine Map@100
verified: no
Likes: 35 | All-time downloads: 877772
Created: 2024-07-06 12:49:09