Model: mohamedsa1/deberta-v3-nq-classification
Author: mohamedsa1
Pipeline: text-classification
Library: transformers
Tags: transformers, safetensors, deberta-v2, text-classification, question-answering, deberta, deberta-v3, natural-questions, pytorch, kaggle, tensorflow2-qa, nq, en, dataset:google/natural_questions, arxiv:2111.09543, base_model:microsoft/deberta-v3-small, base_model:finetune:microsoft/deberta-v3-small, license:mit, model-index, endpoints_compatible, region:us
Base models (finetune): id: microsoft/deberta-v3-small
Card metadata: language: en
license: mit
library_name: transformers
tags: text-classification, question-answering, deberta, deberta-v3, natural-questions, pytorch, transformers, kaggle, tensorflow2-qa, nq
datasets: google/natural_questions
metrics: accuracy, f1, precision, recall
pipeline_tag: text-classification
base_model: microsoft/deberta-v3-small
model-index: name: deberta-v3-nq-classification
results: task: type: text-classification
name: Question Answering Classification
dataset: name: Natural Questions (Simplified)
type: natural_questions
config: simplified
split: validation
metrics: type: accuracy
value: 85.42
name: Accuracy
verified: no, type: f1
value: 82.34
name: Macro F1
verified: no, type: precision
value: 84.21
name: Macro Precision
verified: no, type: recall
value: 83.67
name: Macro Recall
verified: no
widget: text: Question: What is the capital of France? Context: Paris is the capital and most populous city of France, with an estimated population of 2,102,650 residents as of 1 January 2023.
example_title: Factual Question, text: Question: Is Paris the capital of France? Context: Paris is the capital and most populous city of France.
example_title: Yes/No Question, text: Question: What is the population of Mars? Context: Earth is the third planet from the Sun and the only astronomical object known to harbor life.
example_title: No Answer
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Created: 2025-12-16 18:58:35