Model: JeremiahZ/roberta-base-qqp
Author: JeremiahZ
Pipeline: text-classification
Library: transformers
Tags: transformers, pytorch, tensorboard, roberta, 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, f1
model-index: name: roberta-base-qqp
results: task: type: text-classification
name: Text Classification
dataset: name: GLUE QQP
type: glue
args: qqp
metrics: type: accuracy
value: 0.9152609448429384
name: Accuracy
verified: no, type: f1
value: 0.8867138416771377
name: F1
verified: no, task: type: natural-language-inference
name: Natural Language Inference
dataset: name: glue
type: glue
config: qqp
split: validation
metrics: type: accuracy
value: 0.9153104130596093
name: Accuracy
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMTBmYmQ4MjhlZDBkOWM4YzNiNTE3MDNhMDVlMDNhNmU4YjBiZjNmMDlhOGU2ZmZjMzAwODczNDA0NzkwMDJkMyIsInZlcnNpb24iOjF9.Xpv1jn9glM7lbsQNQvtCnQuueHeGLD0xzEaquc3HfB1p_zFvDRe38mv_B1aHt-YxR16AhfpIbENOM1sPTaAJDA, type: precision
value: 0.8732009117551286
name: Precision
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOTYyYWEwOWE0YjI1NWJiNWMwNTMxOTc4OTFmYWI4MTJmMDRkMmEwYWRhMDAzYzVmNDA3Y2YzMzJkMDIzYzNjYyIsInZlcnNpb24iOjF9.O0KMG-s8zO6-tAat0HZRL6MN1ZaZQ_Ng3a_-qC5FndZefHktoJDSD9hiuZFTmlY6Vn1UkDlvG1XnnAi1Gv6pBg, type: recall
value: 0.9007725898555593
name: Recall
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYjQ3MzQyM2FlZTc1Y2VjOGY4MGEwMzY2MGM0YjQwNzIwNmVjMmRlNmExYWFlZjU3ZTIyZmJkMGRiZmJkMGZhMCIsInZlcnNpb24iOjF9.eYT8-djtIVkGrr8rhjqE2arUYgXQY0so9o8F4dXkLQt1fNEVa9kxTicapp4h1yTfU2jPpH778J_nvMCzwqixDw, type: auc
value: 0.9685235648551861
name: AUC
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOWRiZGYyYjE5MDFmNWQzN2ZkNGRkMTA4ZTEwNzYxMTg1NTNlY2VjODM0ZDY0NzA1NjQ3MGE2ZWNmY2MxYmNkMyIsInZlcnNpb24iOjF9.aQOO1uk3UON5hgbuMkKK93Yt1aRH4TpBad-KDwjj0_IM9Y11_-itRf6vZuWCkr0gZmyZ-4b0PA4v_dvf88y8Aw, type: f1
value: 0.8867724867724867
name: F1
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYTgxODBkMjZmMjdlZjAyNjA3Njk5OTA4NWExOWQ4NzMwNDlhODNlYTQ1NWZhM2JmNjhjOTA4ZjQxY2QwYTk4ZiIsInZlcnNpb24iOjF9.AjkBwMnuDZVnIXs6EE_ooluFrJSavg58EmUt5Oux2feFP7SvUaWbnetkHIyzBIKb5MEyxuPkSxXU3A6Di-t6CA, type: loss
value: 0.4435121417045593
name: loss
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNzU1ZDg0MGMyOGE0ZWM1Y2MwZjk0ZTAzNjc1MjBlZTUxNDIyNGZmN2EyZTUyZGM3N2E4NmQwOGUyNDBkOTVjNiIsInZlcnNpb24iOjF9.66LOnSclusAZY9uELpElvbcTuUVEJ95oXnspi9BHHw0tgwv38uUeq0cfojuQ_VsNN0UykiT0NooJdWaixpK4BA
Likes: 0 | All-time downloads: 24947
Created: 2022-06-15 08:17:10