Model: srikarvar/fine_tuned_model_3
Author: srikarvar
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:246, loss:MultipleNegativesRankingLoss, en, arxiv:1908.10084, arxiv:1705.00652, base_model:srikarvar/multilingual-e5-small-pairclass-contrastive, base_model:finetune:srikarvar/multilingual-e5-small-pairclass-contrastive, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: srikarvar/multilingual-e5-small-pairclass-contrastive
Card metadata: base_model: srikarvar/multilingual-e5-small-pairclass-contrastive
language: 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, dot_accuracy@1, dot_accuracy@3, dot_accuracy@5, dot_accuracy@10, dot_precision@1, dot_precision@3, dot_precision@5, dot_precision@10, dot_recall@1, dot_recall@3, dot_recall@5, dot_recall@10, dot_ndcg@10, dot_mrr@10, dot_map@100
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:246, loss:MultipleNegativesRankingLoss
widget: source_sentence: How to tie a tie?
sentences: How to identify diabetes?, How to reset a password, Instructions for tying a tie, source_sentence: What are the benefits of meditation?
sentences: First President of the USA, Advantages of meditation, Name the capital of Canada, source_sentence: How to improve English vocabulary?
sentences: Methods to improve English vocabulary, Methods for saving money efficiently, Current Prime Minister of the United Kingdom, source_sentence: What are the symptoms of COVID-19?
sentences: COVID-19 symptoms, Current population of India, Tesla's Chief Executive Officer, source_sentence: What time does the event start?
sentences: When does the event begin?, Japan's capital city, Tips for efficient time management
model-index: name: e5 cogcache small refined
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: e5 cogcache small refined
type: e5-cogcache-small-refined
metrics: type: cosine_accuracy@1
value: 0.5
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8571428571428571
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 1
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 1
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2857142857142857
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.20000000000000004
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.10000000000000002
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8571428571428571
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 1
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 1
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7634769642911022
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6845238095238095
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6845238095238094
name: Cosine Map@100
verified: no, type: dot_accuracy@1
value: 0.5
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.8571428571428571
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 1
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 1
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.5
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.2857142857142857
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.20000000000000004
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.10000000000000002
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.5
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.8571428571428571
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 1
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 1
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.7634769642911022
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.6845238095238095
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.6845238095238094
name: Dot Map@100
verified: no, type: cosine_accuracy@1
value: 0.5
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8571428571428571
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 1
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 1
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2857142857142857
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.20000000000000004
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.10000000000000002
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8571428571428571
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 1
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 1
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7634769642911022
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6845238095238095
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6845238095238094
name: Cosine Map@100
verified: no, type: dot_accuracy@1
value: 0.5
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.8571428571428571
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 1
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 1
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.5
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.2857142857142857
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.20000000000000004
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.10000000000000002
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.5
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.8571428571428571
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 1
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 1
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.7634769642911022
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.6845238095238095
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.6845238095238094
name: Dot Map@100
verified: no
Likes: 0 | All-time downloads: 8
Created: 2024-08-26 22:56:21