Model: morenolq/distilbert-base-cased-emotion
Author: morenolq
Pipeline: text-classification
Library: transformers
Tags: transformers, pytorch, safetensors, distilbert, text-classification, generated_from_trainer, emotion, en, dataset:emotion, base_model:distilbert/distilbert-base-cased, base_model:finetune:distilbert/distilbert-base-cased, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (finetune): id: distilbert/distilbert-base-cased
Card metadata: language: en
license: apache-2.0
tags: generated_from_trainer, text-classification, emotion, pytorch
datasets: emotion
metrics: accuracy, f1, precision, recall
base_model: distilbert-base-cased
model-index: name: distilbert-base-cased-emotion
results: task: type: text-classification
name: text-classification
dataset: name: emotion
type: emotion
config: default
split: validation
metrics: type: accuracy
value: 0.9235
name: accuracy
verified: yes
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value: 0.938
name: Accuracy
verified: no, type: precision
value: 0.9281100797474869
name: Precision Macro
verified: no, type: precision
value: 0.938
name: Precision Micro
verified: no, type: precision
value: 0.9376891512759605
name: Precision Weighted
verified: no, type: recall
value: 0.9029821552608664
name: Recall Macro
verified: no, type: recall
value: 0.938
name: Recall Micro
verified: no, type: recall
value: 0.938
name: Recall Weighted
verified: no, type: f1
value: 0.9147207975135915
name: F1 Macro
verified: no, type: f1
value: 0.938
name: F1 Micro
verified: no, type: f1
value: 0.9373403463117288
name: F1 Weighted
verified: no, type: loss
value: 0.23682540655136108
name: loss
verified: no, type: accuracy
value: 0.938
name: Accuracy
verified: yes
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value: 0.9281100797474869
name: Precision Macro
verified: yes
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value: 0.938
name: Precision Micro
verified: yes
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value: 0.9376891512759605
name: Precision Weighted
verified: yes
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value: 0.9029821552608664
name: Recall Macro
verified: yes
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value: 0.938
name: Recall Micro
verified: yes
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value: 0.938
name: Recall Weighted
verified: yes
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value: 0.9147207975135915
name: F1 Macro
verified: yes
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value: 0.938
name: F1 Micro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMTFlM2JlYWFhZjQzNGVjNjhhMTQ3MWZlNGFlMDI5YjEyYWQzMmY3MzQ4MmEzYzg0ZjIyZTZlODNmMTRlZWI5OSIsInZlcnNpb24iOjF9.EKJExY6JPzTwnnPzBPTCoDTowYYly6jKw4Qypsj3GKEpzwmqG-hoo5yhyZaoWsRL2hb1W6eHbsZtPdy1HqGLDQ, type: f1
value: 0.9373403463117288
name: F1 Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYzU1MjI3NTc4N2MxYTI5MjI1OTc3YjFhYjdkZDZmY2MxOTkyYzMzMWIxY2JmNGRkNDg2MTk0YTRiOWJhMTBhNCIsInZlcnNpb24iOjF9.bqFLqztywdiWTm-r7oeQ_R3_VKOTBkyxbL_sZktEE3hsJHYhwLOEVeKD7sqt56gQu_JNYMCz6WGWKRECFKH3Cw, type: loss
value: 0.23682540655136108
name: loss
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOWZlZjkwNmJjYjAzYzk4ZjU4NzNiYzg1NTU1MGQ3OTFjYmE4MjE5NzNkYzZiZDI0ZmNkM2Y2NGU4ZjJlOThlOSIsInZlcnNpb24iOjF9.mYcz4sdJOmXXMBGW01OSJiKCouKh28AuExj1E7JiPCz-9ri3oRXPkT2fBHgrf0I2ifVEGVSFYckoC8Ymg-cMAw, task: type: text-classification
name: Text Classification
dataset: name: emotion
type: emotion
config: default
split: test
metrics: type: accuracy
value: 0.9235
name: Accuracy
verified: yes
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value: 0.89608475565062
name: Precision Macro
verified: yes
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value: 0.9235
name: Precision Micro
verified: yes
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value: 0.9224273416855945
name: Precision Weighted
verified: yes
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value: 0.8581097243584549
name: Recall Macro
verified: yes
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value: 0.9235
name: Recall Micro
verified: yes
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value: 0.9235
name: Recall Weighted
verified: yes
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name: F1 Macro
verified: yes
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name: F1 Micro
verified: yes
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name: F1 Weighted
verified: yes
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verified: yes
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Likes: 0 | All-time downloads: 849
Created: 2022-09-19 12:47:40