Model: mrm8488/deberta-v3-small-finetuned-cola
Author: mrm8488
Pipeline: text-classification
Library: transformers
Tags: transformers, pytorch, tensorboard, safetensors, deberta-v2, text-classification, generated_from_trainer, en, dataset:glue, arxiv:2006.03654, arxiv:2111.09543, license:mit, model-index, endpoints_compatible, region:us
Card metadata: language: en
license: mit
tags: generated_from_trainer
datasets: glue
metrics: matthews_correlation
widget: They represented seriously to the dean Mary as a genuine linguist.
model-index: name: deberta-v3-small
results: task: type: text-classification
name: Text Classification
dataset: name: GLUE COLA
type: glue
args: cola
metrics: type: matthews_correlation
value: 0.6333205721749096
name: Matthews Correlation
verified: no, task: type: text-classification
name: Text Classification
dataset: name: glue
type: glue
config: cola
split: validation
metrics: type: accuracy
value: 0.8494726749760306
name: Accuracy
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMjJjOTM0MTEzMzBlZWJlMWYwNzgzZmI3M2NiZWVjMDQ5ZDA1MWY0NGY3NjU1NTlmZWE3N2JjZWEzODE0ZTNkNSIsInZlcnNpb24iOjF9.Kt-3jnDTp3-Te5zMHVgG_5hpB5UMCkAMP7fmjx46QDWJfFHpyRgBlf-qz_fw5saFPAQ5G6QNq3bjEJ6mY2lhAw, type: precision
value: 0.8455882352941176
name: Precision
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiODAxMzNkZGEwNGNmYjk4NWRhZDk4OWE4MzA5Y2NiNjQyNTdkOWRmYjU0ZjY0YzQzYmE4ZmI3MjQ4OTk4OWIwNCIsInZlcnNpb24iOjF9.YBFnePtD5-HX15aST39xpPLroFYBgqEn5iLyVaClh62j0M7HQbB8aaGEbgaTIUIr-qz12gVfIQ7UZZIHxby_BQ, type: recall
value: 0.957004160887656
name: Recall
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMjRjMTVhN2E4YjNlOWY2MWRhODZiM2FhZDVjNzYwMjIyNWUyYTMxMWFlZjkwNzVhYjNmMjQxYjk2MTFmMzYyYiIsInZlcnNpb24iOjF9.40GYlU9Do74Y_gLmbIKR2WM8okz5fm-QUwJAsoIyM1UtQ71lKd-FV5Yr9CdAh3fyQYa3SMYe6tm9OByNMMw_AA, type: auc
value: 0.9167413271767129
name: AUC
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYzVjYmMyZDkyMzM0ZTQ1MTk0ZmY4MWUwZmIxMGRlOWMyMjJmNDRiZGNkMGZlZDZmY2I5OWI2NDYzMGQ2YzhiNSIsInZlcnNpb24iOjF9.setZF_g9x-aknFXM1k0NxrOWMJcmpNi6z7QlyfL0i6fTPJOj6SbKJ1WQb3J1zTuabgx9cOc5xgHtBH3IA7fkDQ, type: f1
value: 0.8978529603122967
name: F1
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNmQ1NmNiMDhmNTU2Y2UxMzU0ODRmYmZmZTFkYjI4MzczMWUwYWQ4OTk2NGJlY2MzNmViYTA4MTRkODJhMTU1MyIsInZlcnNpb24iOjF9.GUIRxsYKgjYK63JS2rd9vCLHHmCiB4H68Xo5GxMaITfyzcUcdNc6l62njmQGrOoUidlTt1F7DzGP2Cu_Gz8HDg, type: loss
value: 0.4050811529159546
name: loss
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNjBjNjg0OTFjOTc5Mzc2MWQ1ZDIyYmM5MmIzZDVlY2JjYzBlZjMyN2IwOWU4YzNlMDcwZmM0NTMxYjExY2I0MiIsInZlcnNpb24iOjF9.xayLZc97iUW0zNqG65TiW9BXoqzV-tqF8g9qGCYQ1ZGuSDSjLlK7Y4og7-wqPEiME8JtNyVxl6-ZcWnF1t8cDg
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Created: 2022-03-02 23:29:05