Model: NghiBuine/ecommerce-product-search-model
Author: NghiBuine
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:333, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, base_model:keepitreal/vietnamese-sbert, base_model:finetune:keepitreal/vietnamese-sbert, model-index, endpoints_compatible, region:us
Base models (finetune): id: keepitreal/vietnamese-sbert
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:333, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
base_model: keepitreal/vietnamese-sbert
widget: source_sentence: Tôi Thấy Hoa Vàng Trên Cỏ Xanh
sentences: mềm mại, thoáng khí và bền đẹp, Nike Air Force 1 phong cách không lỗi mốt, Tôi Thấy Hoa Vàng Trên Cỏ Xanh thông điệp trân trọng tuổi thơ và cuộc sống bình dị, source_sentence: iPhone 16
sentences: Cà Phê Cùng Tony kết hợp giải trí và giáo dục, iPhone 16 Pro RAM 12GB đa nhiệm mạnh mẽ, Loafer Gucci size từ 38 đến 45, source_sentence: Áo Thun
sentences: phù hợp trong thời tiết nóng bức, thấm hút mồ hôi, nhẹ và thoáng khí, Giày chạy đường dài bền nhẹ, source_sentence: Son Môi MAC Matte Lipstick - Ruby Woo
sentences: bảo quản dễ dàng bằng cách lộn trái khi giặt, tránh chất tẩy mạnh và phơi nơi thoáng mát, chất son lì mịn, bám màu 6-8 giờ, tác phẩm kinh điển về tâm linh và triết học, source_sentence: LEGO City Police Station
sentences: mô hình đẹp mắt để trưng bày, dễ dàng phối đồ từ áo thun, sơ mi đến blazer, chỉ số SPF 50+ PA+++ bảo vệ tối ưu khỏi tia UV
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 keepitreal/vietnamese-sbert
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 768
type: dim_768
metrics: type: cosine_accuracy@1
value: 0
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.02702702702702703
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.5675675675675675
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.005405405405405406
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.056756756756756774
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.02702702702702703
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.5675675675675675
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.1783581729179075
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.07062419562419564
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.07973358512714
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 512
type: dim_512
metrics: type: cosine_accuracy@1
value: 0
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.5405405405405406
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.054054054054054064
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.5405405405405406
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.1701742309301506
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.06747104247104248
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.0782135520060237
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 256
type: dim_256
metrics: type: cosine_accuracy@1
value: 0
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.5405405405405406
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.054054054054054064
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.5405405405405406
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.17224374024595593
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.06948734448734449
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.07938312163919391
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 128
type: dim_128
metrics: type: cosine_accuracy@1
value: 0
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.5405405405405406
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.054054054054054064
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.5405405405405406
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.1706353981690823
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.06785714285714285
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.07606072355570134
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 64
type: dim_64
metrics: type: cosine_accuracy@1
value: 0
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.02702702702702703
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.5135135135135135
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.005405405405405406
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.05135135135135136
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.02702702702702703
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.5135135135135135
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.16481648451068456
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.06733161733161734
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.07793528025726168
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 83
Created: 2025-06-02 09:13:41