Model: mp-ac/mpac-bge-large
Author: mp-ac
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:30, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, en, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, base_model:BAAI/bge-large-en-v1.5, base_model:finetune:BAAI/bge-large-en-v1.5, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-large-en-v1.5
Card metadata: language: en
license: apache-2.0
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:30, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
base_model: BAAI/bge-large-en-v1.5
widget: source_sentence: O NAT foi criado em 13 de setembro de 2012 pelo Ato n.º 25 da Procuradoria-Geral de Justiça do MPAC.
sentences: Quando o NAT foi criado?, O que significa NAT?, Quem instituiu o NAT?, source_sentence: A Lei Complementar n.º 291 de 2014 regulamentou o NAT como um órgão auxiliar do MPAC, fortalecendo seu papel de apoio técnico e científico.
sentences: O NAT é parte de qual organização?, Qual é a função do NAT no MPAC?, Como o NAT foi regulamentado pela Lei Complementar 291?, source_sentence: O NAT é o Núcleo de Apoio Técnico do MPAC, criado para prestar apoio em inteligência, segurança e operações técnico-científicas aos órgãos de execução, especialmente ao GAECO.
sentences: Quem são os coordenadores do NAT?, Qual é a função do NAT no LAB-LD?, Me explique o que é o NAT no Ministério Público., source_sentence: O NAT é responsável por fornecer inteligência, suporte técnico-científico e segurança ao MPAC, além de gerenciar o SIMBA e o LAB-LD.
sentences: O que é o SIMBA, gerenciado pelo NAT?, Quais são as responsabilidades do NAT?, Para que foi criado o NAT?, source_sentence: NAT é o Núcleo de Apoio Técnico do Ministério Público do Estado do Acre, criado para fornecer suporte especializado em inteligência, segurança institucional e operações técnico-científicas.
sentences: Explique o que é o NAT no MPAC., O NAT trabalha com o GAECO?, O que significa NAT no Ministério Público?
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: MPAC BGE Large
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 768
type: dim_768
metrics: type: cosine_accuracy@1
value: 0.5
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.75
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: 0.25
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.2
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.1
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.75
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: 0.7544456402014998
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.675
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.675
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: 0.5
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 1
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: 0.3333333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.2
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.1
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 1
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: 0.7827324383928644
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7083333333333333
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7083333333333333
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: 0.5
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.75
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: 0.25
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.2
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.1
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.75
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: 0.7544456402014998
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.675
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.675
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: 0.5
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.75
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: 0.25
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.2
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.1
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.75
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: 0.7326691395183482
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6458333333333333
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6458333333333333
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: 0.5
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.5
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: 0.16666666666666666
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.2
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.1
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.5
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: 0.7043823413269836
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6125
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6125
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 116
Created: 2024-11-29 14:08:00