Hugging Face model: tomaarsen/mpnet-base-natural-questions-icl
Author: tomaarsen
Created: 2024-06-25 14:22:37
Last modified: 2024-07-07 13:49:47
Pipeline: sentence-similarity
Library: sentence-transformers
Likes: 0 | Downloads: 101
Tags: sentence-transformers, safetensors, mpnet, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:100231, loss:ImprovedContrastiveLoss, en, dataset:sentence-transformers/natural-questions, arxiv:1908.10084, base_model:microsoft/mpnet-base, base_model:finetune:microsoft/mpnet-base, license:apache-2.0, model-index, co2_eq_emissions, text-embeddings-inference, endpoints_compatible, region:us
Base model relation: finetune
Base models: id: microsoft/mpnet-base
Card metadata:
base_model: microsoft/mpnet-base
datasets: sentence-transformers/natural-questions
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:100231, loss:ImprovedContrastiveLoss
co2_eq_emissions: emissions: 171.00505800984172
energy_consumed: 0.4399387140015789
source: codecarbon
training_type: fine-tuning
on_cloud: no
cpu_model: 13th Gen Intel(R) Core(TM) i7-13700K
ram_total_size: 31.777088165283203
hours_used: 1.139
hardware_used: 1 x NVIDIA GeForce RTX 3090