Model: JeremiahZ/bert-base-uncased-mrpc
Author: JeremiahZ
Pipeline: text-classification
Library: transformers
Tags: transformers, pytorch, tensorboard, safetensors, bert, text-classification, generated_from_trainer, en, dataset:glue, base_model:google-bert/bert-base-uncased, base_model:finetune:google-bert/bert-base-uncased, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (finetune): id: google-bert/bert-base-uncased
Card metadata: language: en
license: apache-2.0
tags: generated_from_trainer
datasets: glue
metrics: accuracy, f1
base_model: bert-base-uncased
model-index: name: bert-base-uncased-mrpc
results: task: type: text-classification
name: Text Classification
dataset: name: GLUE MRPC
type: glue
args: mrpc
metrics: type: accuracy
value: 0.8578431372549019
name: Accuracy
verified: no, type: f1
value: 0.9023569023569024
name: F1
verified: no, task: type: natural-language-inference
name: Natural Language Inference
dataset: name: glue
type: glue
config: mrpc
split: validation
metrics: type: accuracy
value: 0.8578431372549019
name: Accuracy
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOWViZGIwMDMxMjA0ZTMwMWY3ZWU4YzA4ZjNjOWMyM2I0NGE2ZDZkMjg3MDdiZDUwYjEzNjMwYzZiODBhMzBiYyIsInZlcnNpb24iOjF9.8xsat2msiKS4S7KplRkr9xaLWCwMSbUNEXxZ3FgFXfIB6DhXWLoDdoc5X6GNux2ipDEdgHjqI8FMzAJURaD0DQ, type: precision
value: 0.8507936507936508
name: Precision
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZGE4ZTkyMzc1NTA4MjQxZGU4NjY5NmMyODI3ZWI0NGU4YWUzNmI3YzFhOTU0MDRkZWIzNzkxNTU0Y2ZhYTFmYiIsInZlcnNpb24iOjF9.f7odSB_ZEGkjTbewzM9SW7G5C324Hpuo6Z01uOr7OENrLPDC3z0OwgtoQmNj7pHVcU0fFp9FyRRiTowE6U4SAg, type: recall
value: 0.9605734767025089
name: Recall
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOWVjYjhhNzJlYjdlMWI3Y2RmODkzZDQyYTBhMzdkY2NlNGE4OWM3YzY5MjBiZjMwNWY3ZmIwODk5ZDFkMjI4YSIsInZlcnNpb24iOjF9.yPZxpm9l7ctYxLEBuN0lOukQnT8ETLsBA4EzuqY5EJDuK6FZCqKeb1TKZ_qtthSQpI4n1366LzqSXeU8nZ3tBw, type: auc
value: 0.8931260592926008
name: AUC
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZjkwN2RmOTlmZDRlZTQ3ZTE1NjBjNTQxMDNkOTExMzQ5MjkyNjY1ZDFjZmQ4MDE0NmZlNDBhMjQzMTRhN2IxZCIsInZlcnNpb24iOjF9.e_gccDrQXc6s8fASle5wnZWc02ihuqBdicoDvehQO79nt-YHdm1oK11llTiUULReIOxTsOmFKCattvztyqOUCQ, type: f1
value: 0.9023569023569024
name: F1
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNWNiOTUyMzEzMTRkNzBmOTdiMTNhOGQ0NzgyZjFiNjc2NmE1Y2FlOWM0NzdmNGM5ZGNmZTUyMzljZGRiZjNhOSIsInZlcnNpb24iOjF9.rxUf2PMqTz3N-tvfIo6L19RKTzmIjYRoxm1BEzrzNX1w-FATF69X2WZlqjAyB2xhMrSikvmsh7QryYmZn-P6AA, type: loss
value: 0.5572634935379028
name: loss
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYWIyMzZmMGYwMjEyMGFmOGRjNGE3YjQ5MmU5NGZjYmJjZGFiNTA4Mzk0MTAxNDQyYTk5YzE2OTA5YjlmODgzMCIsInZlcnNpb24iOjF9.bgoIjSqw70DaRXJ9LL3_dP33C0WPAZq5uMlencN-wOpjNes2v0VcCW1felmd_0JRwSbWI7v1eP2YYPiQg-a0AQ
Likes: 1 | All-time downloads: 2078
Created: 2022-06-21 12:20:02