Model: tomaarsen/MiniLM-L6-H384-uncased-gooaq-asym
Author: tomaarsen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3012496, loss:MultipleNegativesRankingLoss, en, dataset:sentence-transformers/gooaq, arxiv:1908.10084, arxiv:1705.00652, base_model:nreimers/MiniLM-L6-H384-uncased, base_model:finetune:nreimers/MiniLM-L6-H384-uncased, license:apache-2.0, model-index, co2_eq_emissions, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: nreimers/MiniLM-L6-H384-uncased
Card metadata: language: en
license: apache-2.0
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3012496, loss:MultipleNegativesRankingLoss
base_model: nreimers/MiniLM-L6-H384-uncased
datasets: sentence-transformers/gooaq
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
co2_eq_emissions: emissions: 22.281960304608415
energy_consumed: 0.05732401763975595
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: 0.212
hardware_used: 1 x NVIDIA GeForce RTX 3090
model-index: name: MPNet base trained on AllNLI triplets
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: gooaq dev
type: gooaq-dev
metrics: type: cosine_accuracy@1
value: 0.1588
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.2785
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.3457
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.4466
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.1588
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.09283333333333332
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.06914
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.04466
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.1588
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.2785
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.3457
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.4466
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.2881970902221442
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.23927892857142846
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.2521367709898081
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 7
Created: 2025-02-11 10:39:28