Model: optimum/distilbert-base-uncased-finetuned-banking77
Author: optimum
Pipeline: text-classification
Library: transformers
Tags: transformers, pytorch, safetensors, distilbert, text-classification, generated_from_trainer, dataset:banking77, base_model:distilbert/distilbert-base-uncased, base_model:finetune:distilbert/distilbert-base-uncased, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (finetune): id: distilbert/distilbert-base-uncased
Card metadata: license: apache-2.0
tags: generated_from_trainer
datasets: banking77
metrics: accuracy, f1
widget: text: Could you assist me in finding my lost card?
example_title: Example 1, text: I found my lost card. Am I still able to use it?
example_title: Example 2, text: Hey, I thought my topup was all done but now the money is gone again – what’s up with that?
example_title: Example 3, text: Tell me why my topup wouldn’t go through?
example_title: Example 4
base_model: distilbert-base-uncased
model-index: name: distilbert-base-uncased-finetuned-banking77
results: task: type: text-classification
name: Text Classification
dataset: name: banking77
type: banking77
args: default
metrics: type: accuracy
value: 0.925
name: Accuracy
verified: no, type: f1
value: 0.925018570680639
name: F1
verified: no, task: type: text-classification
name: Text Classification
dataset: name: banking77
type: banking77
config: default
split: test
metrics: type: accuracy
value: 0.925
name: Accuracy
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZDllOGYzMjM1MDlmMzc1MjFhNDAxZGRkOTI2Y2M3MTExNWViZjIxMWMyMzcyMzE2YzA2M2U1ODBmMDk4ZTc3ZiIsInZlcnNpb24iOjF9.m4W8jIWPuO_PgIo9V1K3I3DhHQ4ZbV1CDK3NOUhQS4xgrFE7DzFkPoku9tIhID4HfVwh9CdlTFBV5DNk-YoCCw, type: precision
value: 0.9282769473964405
name: Precision Macro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMTNjNDEzMTY4ZjYyZDZmNmZhNDgxYzZhMmU2NDk1OTQ2ODQ3MDllZWU3ZjY4ZGJkNGQ0MTcxZDAxMjBiNzdmMSIsInZlcnNpb24iOjF9.yH8l0iirnQlO4VAlXR1mUxSJ68N_ro8f4v_56tMidva8dixFPPpQ4_zWQ9br6iBVH-pMHFrPL2vSsRldxRjyAw, type: precision
value: 0.925
name: Precision Micro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNzYwOTExZDI0ZGVhM2E5NzA0YTFhYjQ3NThlZWQ3ZTg2YTVjYjZhMzU1MDI3ZjkyY2NiNDBlYTAzYzYwYjdmMyIsInZlcnNpb24iOjF9.Qj0ni7-zG991npWW9NTutH1qUkLLZnJ13TxWZynxfef4VBKpaC9Ar-4Z8NSgrlNvghndvVHvvYQ47zoUnKYfCg, type: precision
value: 0.9282769473964405
name: Precision Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOWU4NmZlYmYyMTI5OTIwMjAwNDk4OTQ3NGYzYzk0MzgyYmFiZTUyMzEzOGVjMTA2MzJhZGI1NzdjOWU5N2I5ZiIsInZlcnNpb24iOjF9.YTmQFFjzy2387Puvwnj_BtYLNXtEykUlHSvl027TfnpYyjCmsixU3r5yZjkI4ZUy6W5Xy5t9bluhZupmyGx5CA, type: recall
value: 0.9250000000000002
name: Recall Macro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZmQ2ZWFlN2NkN2IzMGE4NzBhMDI2MTk3OGYxMmMxNDNmMzhiMmU3NTAzYmFiNTMyMDg0OTczZGYyNTE2NDc5MiIsInZlcnNpb24iOjF9.lJbWAB8po1DgJO-Or_C-b7F5jp_IMMPhxcUqyJEbT5Au94s6EgIlFHzN7eK9tCC2c-AvCcs-hpItnQjUqqE1AQ, type: recall
value: 0.925
name: Recall Micro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiM2Y0ZGVlN2M0YjQ5NzcxMTJkNmVhNjc3ZjI1OTQyOTQ2MmExNDFhODVjM2VmMGM0NGNlY2U1ZDYwMjU0MmZjZCIsInZlcnNpb24iOjF9.Gqm7KCYZpm97nE4J-YazB3cWIVwCmRWrRoAY6Yrc3YP4GqVpSr6isfH53CtZ6ka5byohMeFb8_XbIYW3xRUCCA, type: recall
value: 0.925
name: Recall Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNGExMGRjNTU5ZGRiMThkMTAzZjA0ODkzZDJiNzMxMTZjYmJkNjJkZjk0YzY4MTA4MjFmNjk0Y2IzNjkxZTJiMyIsInZlcnNpb24iOjF9.GaYizK6iJY3zcgrkMEAOrTanjjYTPOEO8hOoe66lBQ7J5DIIFQBDhY89qOYFjuZnypgT7_s7B499Lx_XJiMNCg, type: f1
value: 0.9250185706806391
name: F1 Macro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMzc1NGIxYmRkZTY1MGM0NTQzNTU0ZjEwMDdjNjIxYmYxYTViZWY0MGNkMWMyZjBjYjNlMDNlY2UyNTg4ZmE4OCIsInZlcnNpb24iOjF9.06bcSulLP3e22fwjcvqEjr_5Pa1kzMSsKiw_qI07tfXqtigw7RGKW80RtfssaSHbfRmdmnGkqFI7UIO56q1UCQ, type: f1
value: 0.925
name: F1 Micro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYTg2NmU2MzFmN2NmMDA5NDg3NzQ1ZWEyZGU2ZDdmZDU5ZTcxOTYwN2RkZWM0OTYyY2FlNGRmMzBmODYxZDMxMSIsInZlcnNpb24iOjF9.gLeGhILsq8eP65ORrWpeA_hNz0zuqBmI-r5g7HR-qZdDyMyEEZrBlFqSDGcSRdqCvjMS7zRXksHSa6Y8QzKPCA, type: f1
value: 0.925018570680639
name: F1 Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTMyNzVlZjgzZDZhOTUzZjZjYjg1OTU1NjcxMWQ1NDIxM2M2MzcwZmQ2YzkyNjc3ZjRlNjYwMTY0NDZmNDQxMCIsInZlcnNpb24iOjF9.rfqfrjWGp0_PC7MfUfl53YAwdN5FOZWzf5JF7wM9URSbhWHtWeh170xf9m1N3pCMseE5-66KndSyCZttt8C7Cg, type: loss
value: 0.2934279143810272
name: loss
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiY2UyY2U2MGM2YWFmNDA0MTUyMTg1MzdkZjRiNmI0NTVlMGJiNmViNDE1ZDc0YThlYjBhNWJlMTM0NzQ0NjkxYSIsInZlcnNpb24iOjF9.SuSSft3vlKA8Yx5vXP9bLRSaIa0D7pGtMHHYXgAS33baC82iTHyD8H41NQFk1b3B0dMHHLC458yH4gEhgBdzBA
Likes: 4 | All-time downloads: 7442
Created: 2022-06-06 12:50:49