Model: zxcvo/phone-search-model
Author: zxcvo
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:63, 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:63, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
base_model: keepitreal/vietnamese-sbert
widget: source_sentence: Samsung Galaxy S22 Ultra
sentences: Điện thoại camera 108MP, Điện thoại RAM 12GB, Điện thoại có zoom quang học 10x, source_sentence: Google Pixel 8 Pro
sentences: Điện thoại có jack cắm tai nghe 3.5mm, Điện thoại có bộ nhớ trong 256GB, Điện thoại chụp ảnh đẹp, source_sentence: Google Pixel 8
sentences: Điện thoại màn hình 120Hz, Điện thoại giá rẻ, Điện thoại Android mới nhất, source_sentence: JBL Reflect Flow Pro
sentences: iPhone mới nhất, Điện thoại màn hình cong, Điện thoại có loa Harman Kardon, source_sentence: Asus ROG Phone 7
sentences: Điện thoại có bút, Điện thoại chơi game, Điện thoại có đèn flash kép
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: 0.2857142857142857
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.2857142857142857
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.5714285714285714
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.09523809523809523
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.05714285714285715
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.05714285714285715
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.2857142857142857
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.2857142857142857
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.5714285714285714
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.25679948860544627
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.1598639455782313
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.17696777071484332
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: 0.42857142857142855
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.5714285714285714
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7142857142857143
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.14285714285714285
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1142857142857143
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.07142857142857142
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.42857142857142855
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.5714285714285714
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7142857142857143
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.3358736991627618
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.21564625850340136
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.22075481533609612
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: 0.2857142857142857
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.5714285714285714
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: 0.05714285714285715
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.05714285714285715
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: 0.2857142857142857
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.5714285714285714
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.22155623379830594
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.11564625850340135
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.13073998125841443
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: 0.14285714285714285
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.2857142857142857
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.42857142857142855
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.047619047619047616
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.05714285714285715
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.042857142857142864
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.14285714285714285
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.2857142857142857
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.42857142857142855
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.18057284162953233
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.10374149659863945
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.11943368484517551
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: 0.14285714285714285
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.2857142857142857
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.2857142857142857
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.5714285714285714
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.14285714285714285
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.09523809523809523
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.05714285714285715
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.05714285714285715
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.14285714285714285
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.2857142857142857
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.2857142857142857
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.5714285714285714
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.32106066086016677
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.24801587301587302
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.2591176744402551
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 109
Created: 2024-12-25 09:15:20