Model: lealdaniel/comp-embedding-matching
Author: lealdaniel
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, mpnet, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:4372, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:sentence-transformers/all-mpnet-base-v2, base_model:finetune:sentence-transformers/all-mpnet-base-v2, model-index, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-mpnet-base-v2
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:4372, loss:MultipleNegativesRankingLoss
base_model: sentence-transformers/all-mpnet-base-v2
widget: source_sentence: analista de produtos pl
sentences: product management, business operations, logistic management generalist, source_sentence: product analyst ii
sentences: product management, business development (bizdev), compliance, source_sentence: analista de gestão de gente pl
sentences: data engineering, hr generalist, data analysis, source_sentence: general services
sentences: financial planning and analysis (fp&a), customer success, general services, source_sentence: const parceria de negocio ii
sentences: hr generalist, copywriter, business development (bizdev)
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 sentence-transformers/all-mpnet-base-v2
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: Unknown
type: unknown
metrics: type: cosine_accuracy@1
value: 0.3202195791399817
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.454711802378774
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.5224153705397987
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.6184812442817932
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.3202195791399817
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.15157060079292467
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.10448307410795975
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.061848124428179316
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.3202195791399817
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.454711802378774
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.5224153705397987
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.6184812442817932
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.45577270813945114
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.4052037496913979
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.4178228611548902
name: Cosine Map@100
verified: no
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Created: 2024-11-18 12:38:50