Model: JeremiahZ/roberta-base-qnli
Author: JeremiahZ
Pipeline: text-classification
Library: transformers
Tags: transformers, pytorch, tensorboard, safetensors, roberta, text-classification, generated_from_trainer, en, dataset:glue, base_model:FacebookAI/roberta-base, base_model:finetune:FacebookAI/roberta-base, license:mit, model-index, endpoints_compatible, region:us
Base models (finetune): id: FacebookAI/roberta-base
Card metadata: language: en
license: mit
tags: generated_from_trainer
datasets: glue
metrics: accuracy
base_model: roberta-base
model-index: name: roberta-base-qnli
results: task: type: text-classification
name: Text Classification
dataset: name: GLUE QNLI
type: glue
args: qnli
metrics: type: accuracy
value: 0.9245835621453414
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: 0.924400512538898
name: Accuracy
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNmE1ZDY2YTAzNDFiNDdlMGFlNjk2OTkyNjVlMjgwNDJjMzBlMzkwMGZjOWNhZmY2OWFiZjVmOGZlZmU5OGUxNCIsInZlcnNpb24iOjF9._WT9aiP0YGqyVIBSqUt5E6MT6EjB8g2ol_xbl0d1RGLev-eYtACpvAex_qckbXcxqFSENjVqtGx24MqXvQZyAA, type: precision
value: 0.9171997157071784
name: Precision
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNDg3ZGEwNTNmZjc2ZDNmZGY5NzgzMDRlMzBiODc0ZDY2NDE5NDRiYzNmYzg4YzQ5ZGM0MmI0ODA5NjQ3OTcxMiIsInZlcnNpb24iOjF9.CCCWPcZ3Ut8yjdal-62KxakOqVF7Vfj_A6etOxRV4pUa1WSpdOtK4BobR59tJKtfUw_l-h32EMMGQK0ZQBNCAA, type: recall
value: 0.9348062296269467
name: Recall
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZDI0OTNkOWQ2NGYzYTQ5ZDcwNjk1NDJhYTMzNWQ2ZTkyZDcxZTA5OTFkZTNjZDBmMGZjMDQ4YmI2M2Y3ZWE2YSIsInZlcnNpb24iOjF9.gfgQq9FgLkOA4cBylEAVoJZLupqglQusjnpyd3MAk1zxLeFhYSQOiRmjjW2nPNV2cJM43bR4XPsqePWzWimzDA, type: auc
value: 0.9744865501321541
name: AUC
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiODkyODMyZTRmYTIxYmFjNWM3MWI3ZjBhOWExNDkzMjc5MGM2NmNlYmE5NjI0NDU1NjlmYTJkZWNjMDA5ZjhkMiIsInZlcnNpb24iOjF9._CNFbnkR7n2CDTj2lIc6zGSWCFCEJ0V4sj7JZ44xL_cxILp5-m7Y-Dmi43Hk19FaBLfRzdmK9UD-BScNn_vsBw, type: f1
value: 0.9259192825112107
name: F1
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOWVjN2E1YWNkMDgyMTk0Yjc2ZGFhYzJjNjFkY2VmNmU0NjNjZWQ3N2ZhYzgzNTg2N2FlNmY4YmMyYzJkNjFhOSIsInZlcnNpb24iOjF9.I1dkHU12MMeZerjCJ8JfBMyaR1fCEHvTZfpZN-hD2hTITjgkFcTFC_jFvydSwzKo7yX0ztA5ID3qqgW4qD7bAQ, type: loss
value: 0.2990749478340149
name: loss
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZTM2ZjAwOWNjNWE3NjcwYTVmZTIyY2YzNGI3Mzk5ZjM0YjVmYjg3ODA4Mjc3NWViMDkxMDlmZWRiNTdiOGNjMCIsInZlcnNpb24iOjF9.ODKlAkIeFLR4XiugSVARPvDgVUf6bQas9gSm8r_Q8xzZISaVIOUKNs2Z7kq443LiBBulvBoPaapNPpwkBbMkAw
Likes: 0 | All-time downloads: 1129
Created: 2022-06-14 10:03:56