Model: tomaarsen/reranker-MiniLM-L12-msmarco-scratch
Author: tomaarsen
Pipeline: text-classification
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, cross-encoder, text-classification, generated_from_trainer, dataset_size:2000000, loss:BinaryCrossEntropyLoss, arxiv:1908.10084, base_model:microsoft/MiniLM-L12-H384-uncased, base_model:finetune:microsoft/MiniLM-L12-H384-uncased, model-index, co2_eq_emissions, region:us
Base models (finetune): id: microsoft/MiniLM-L12-H384-uncased
Card metadata: tags: sentence-transformers, cross-encoder, text-classification, generated_from_trainer, dataset_size:2000000, loss:BinaryCrossEntropyLoss
base_model: microsoft/MiniLM-L12-H384-uncased
pipeline_tag: text-classification
library_name: sentence-transformers
metrics: map, mrr@10, ndcg@10
co2_eq_emissions: emissions: 194.67805160025472
energy_consumed: 0.5008413941792291
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: 1.403
hardware_used: 1 x NVIDIA GeForce RTX 3090
model-index: name: CrossEncoder based on microsoft/MiniLM-L12-H384-uncased
results: task: type: cross-encoder-reranking
name: Cross Encoder Reranking
dataset: name: train eval
type: train-eval
metrics: type: map
value: 0.6511488304623287
name: Map
verified: no, type: mrr@10
value: 0.6494007936507935
name: Mrr@10
verified: no, type: ndcg@10
value: 0.7082478541686404
name: Ndcg@10
verified: no
Likes: 0 | All-time downloads: 10
Created: 2025-02-13 12:32:43