Model: lewiswatson/distilbert-base-uncased-finetuned-emotion
Author: lewiswatson
Pipeline: text-classification
Library: transformers
Tags: transformers, pytorch, tensorboard, distilbert, text-classification, generated_from_trainer, dataset:emotion, base_model:distilbert/distilbert-base-uncased, base_model:finetune:distilbert/distilbert-base-uncased, doi:10.57967/hf/4933, 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: emotion
metrics: accuracy, f1
base_model: distilbert-base-uncased
model-index: name: distilbert-base-uncased-finetuned-emotion
results: task: type: text-classification
name: Text Classification
dataset: name: emotion
type: emotion
args: default
metrics: type: accuracy
value: 0.918
name: Accuracy
verified: no, type: f1
value: 0.9182094401352938
name: F1
verified: no, task: type: text-classification
name: Text Classification
dataset: name: emotion
type: emotion
config: default
split: test
metrics: type: accuracy
value: 0.9185
name: Accuracy
verified: yes
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value: 0.8948630809230339
name: Precision Macro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZDRhYjBjYzViMGY2MjE4OGU2OWZlYTUzNDljMjllYTAyMGI4Y2FhODQxOWU2N2NkNTYyOGJhZjA4MmFkOWFiOCIsInZlcnNpb24iOjF9.0rf2OHpdMViVl-vFQIE0g5qFmpvSfWa1Igs9Ala_T0foNk1rD4IR_bLDHqbU57HWDDYFKK2EKfV9KK19-pONBg, type: precision
value: 0.9185
name: Precision Micro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOTM0YjhmZDVhYTlhZWQ3ZGQwOTRjNGI0NTU0OTFlZjFlMTE5ODQwY2E2ZTZhZmMxYjA5NDc0MzgxMjFkZjNmMyIsInZlcnNpb24iOjF9.n1LvyMO5EkZ5H7zkB533gP8w7FMpv8TxgaeaqiM-fAHmrMsF_-Dkc0X5tjI5_QQGU2aqXOHdThmWI1ohelJoDw, type: precision
value: 0.9190547804558933
name: Precision Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYmM5NDVmMDcwZjVhYWIyNTI1Njk3M2Y4ZDg0N2Q5NzU2NTU3YmZlNjEzNjcyY2VmODhhMWY5MGExZjViMjMzYSIsInZlcnNpb24iOjF9.gAvnEt3NSkc5Mp0JhezC6pfsa2nXVcvD-3dfFcRy_F4S-iv8u-WjC2sj5S3ieYmw5zZlgFVLiWj3N9WclLceBg, type: recall
value: 0.860108882009274
name: Recall Macro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZDQ3ZjM3NGM4NzVjYzVkMWYxNmMzYjM1ODVhOWMwODk2NmE3NjcwNDRhMmQ0YTQ1NzdkNTNkZTEwYTBhMmIyYyIsInZlcnNpb24iOjF9.niXajj933x2yuG_AorT3Yp7_60MgHy-eXkwpjp1ERCknWcxJ5BB38-tJdP9ambP3QeGJYtjPlXVeQLpaQ7rdAw, type: recall
value: 0.9185
name: Recall Micro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYjE4OWM0OTVkMDllN2JiNjUxMWNlOWUzNTNkYmU3M2U1YzIyODBkNjk5YTBhMmFmMzM5Mzk1NjRkNjRmMjUxZSIsInZlcnNpb24iOjF9.S0di5PwvB-9NpPh6d1VOBUZOqIxVdyfPeUIc5NCTZ6-hc4NrWyAsrs_-3ybbhnws6ZqgQh8S-oCLPj142J0LCA, type: recall
value: 0.9185
name: Recall Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNWI0Zjc5ZGIwMzdhMzRiYjgxYzcxZWVjMDczZTcxMWZkYTljOTI0MjVkOTU0MDdiNDYzMjkyNThmNmUwMWQxYSIsInZlcnNpb24iOjF9.fdOWpzsUjzuC_jL4Iy4AY-gloMO3_cuxwvFs-2ViJU4RLn7xnJNqdID5hyuoSlytpYyk8yf0J8tImddj_V4qBg, type: f1
value: 0.8727941247828231
name: F1 Macro
verified: yes
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value: 0.9185
name: F1 Micro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYjBjYjUzZTlkYzJjZDhkMjM4MjBlZWYwNjA4NTZlZjY2Njc0ZDgyZjYyNjU5ZmM0YzY3ODFlN2ZlMWRiZDZmYiIsInZlcnNpb24iOjF9.WXwc2VTkkUDPCY5JxnHFPduRa_iViuxS3MvNiH4Od2kRNnIYxlFY2wo1yT3UQukAnz69Uq6M_aSi6a7qnxt7Bg, type: f1
value: 0.9177368694234422
name: F1 Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOGMxMzBjOTNhOWVmZDg0NjlmMmFhY2RmYzc0YzRlMTkyN2E4NTVmYzdkYWEwMDljY2U5ZmQ5YmM5ZjlhYWNlMiIsInZlcnNpb24iOjF9.XcschKnQYuy1KCgM-eTPJxHaTyj4iRkmdc8Pyxa3i1b_7a8FOr5vBUdijrnh1sEj4Cg08yrM5o59sGWRz_ZuDg, type: loss
value: 0.21989187598228455
name: loss
verified: yes
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Likes: 1 | All-time downloads: 2082
Created: 2022-03-02 23:29:05