Model: mrm8488/deberta-v3-small-finetuned-qnli
Author: mrm8488
Pipeline: text-classification
Library: transformers
Tags: transformers, pytorch, tensorboard, deberta-v2, text-classification, generated_from_trainer, en, dataset:glue, license:mit, model-index, endpoints_compatible, region:us
Card metadata: language: en
license: mit
tags: generated_from_trainer
datasets: glue
metrics: accuracy
model-index: name: deberta-v3-small
results: task: type: text-classification
name: Text Classification
dataset: name: GLUE QNLI
type: glue
args: qnli
metrics: type: accuracy
value: 0.9150649826102873
name: Accuracy
verified: no, task: type: natural-language-inference
name: Natural Language Inference
dataset: name: glue
type: glue
config: qnli
split: validation
metrics: type: accuracy
value: 0.914881933003844
name: Accuracy
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZDY2NmRlOTEyMzkwMjc5MjVjZDY3MTczMmM2ZTEyZTFiMTk1YmJiYjkxYmYyYTAzNDlhOTU5OTMzZjhhMjkyMSIsInZlcnNpb24iOjF9.aoHEeaQLKI4uwmTgp8Lo9zRoParcSlyDiXZiRrWTqZJIMHgwKgQg52zvYYrZ9HMjjIvWjdW9G_s_DfxqBoekDA, type: precision
value: 0.9195906432748538
name: Precision
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMGMyMjUyNTliOWZjMzkzM2Y3YWU0ODhiNDcyOTAwZjYyZjRiNGQ5NTgyODM4Y2VjNGRlYzNkNTViNmJhNzM0ZSIsInZlcnNpb24iOjF9.fJdQ7M46RGvp_uXk9jvBpl0RFAIGTRAtk8bRQGjNn_uy5weBm6tENL-OclZHwG4uU6LviGTdXmAwn5Ba37hNBw, type: recall
value: 0.9112640347700108
name: Recall
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiM2Y2ZmIyZTMzMzM1MTc1OWQ0YWI2ZjU2MzQ5NGU1M2FjNDRiOWViM2NkNWU2M2UzZjljMDJjNmUzZTQ1YWM2MiIsInZlcnNpb24iOjF9.6kVxEkJ-Fojy9HgMevsHovimj3IYp97WO2991zQOFN8nEpPc0hThFk5kMRotS-jPSLFh0mS2PVhQ5x3HIo17Ag, type: auc
value: 0.9718281171793548
name: AUC
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMmZiMGU3MzVjMWNlOTViNmZlYmZjZDRmMzI4OGI4NzAxN2Y5OTE2YmVlMzEzY2ZmODBlODQ1ZjA5MTlhNmEzYyIsInZlcnNpb24iOjF9.byBFlu-eyAmwGQ_tkVi3zaSklTY4G6qenYu1b6hNvYlfPeCuBtVA6qJNF_DI4QWZyEBtdICIyYHzTUHGcAFUBg, type: f1
value: 0.9154084045843187
name: F1
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZDdmZjk4MzRkMzgyMDY0MjZjZTZiYWNiMTE5MjBiMTBhYWQyYjVjYzk5Mzc1NzQxMGFkMzk4NDUzMjg1YmYzMCIsInZlcnNpb24iOjF9.zYUMpTtIHycUUa5ftwz3hjFb8xk0V5LaUbCDA679Q1BZtXZrEaXtSjbJNKiLBQip1gIwYC1aADcfgSELoBG8AA, type: loss
value: 0.21421395242214203
name: loss
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNGM1YjNiNWFmYzQ3NDJiZTlhNDZiNWIxMjc3M2I1OWJlYzkzYWJkNzVkZDdiNWY4YjNiZDM0NzYxZjQ1OGQ4NSIsInZlcnNpb24iOjF9.qI91L1kE_ZjSOktpGx3OolCkHZuP0isPgKy2EC-YB_M3LEDym4APHVUjhwCgYFCu3-LcVH8syQ7SmI4mrovDAw
Likes: 1 | All-time downloads: 864
Created: 2022-03-02 23:29:05