Model: Emanuel/twitter-emotion-deberta-v3-base
Author: Emanuel
Pipeline: text-classification
Library: transformers
Tags: transformers, pytorch, tensorboard, deberta-v2, text-classification, generated_from_trainer, dataset:emotion, license:apache-2.0, model-index, endpoints_compatible, region:us
Card metadata: license: apache-2.0
tags: generated_from_trainer
datasets: emotion
metrics: accuracy
model-index: name: twitter-emotion-deberta-v3-base
results: task: type: text-classification
name: Text Classification
dataset: name: emotion
type: emotion
args: default
metrics: type: accuracy
value: 0.937
name: Accuracy
verified: no, task: type: text-classification
name: Text Classification
dataset: name: emotion
type: emotion
config: default
split: test
metrics: type: accuracy
value: 0.9255
name: Accuracy
verified: yes
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value: 0.8915483806374028
name: Precision Macro
verified: yes
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value: 0.9255
name: Precision Micro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTY3NzgyMmFkYmY1NzU0ODM4NWVjZmI0MTgwYWU3OGY1MzI5NWRhNWMyYjM3NTQ0MzEzOWZmYTk5NDYxMjI0ZSIsInZlcnNpb24iOjF9.fnBjSgKbcOk3UF3pfn1rPbr87adek5YDTeSCqgSaCI4zzEqP_PWPNAinS1eBispGxEVh5iolmbO3frSZZ-TzDw, type: precision
value: 0.9286522707274408
name: Precision Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYTE2ZmMxYzE2Mzc4OGQ2MzA1MDA3OGQ5Y2E4N2VkZDUwN2VjYmVhZGRlZTA2Nzg5NWJlZGNlMGYwNjc4YmNlYyIsInZlcnNpb24iOjF9.gRsf37CBTZpLIaAPNfdhli5cUV6K2Rbi8gHWHZydKTse9H9bkV6K_R6o_cMPhuXAyCCWx6SI-RbzInSC9K5lBw, type: recall
value: 0.875946770128528
name: Recall Macro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOTZkNjMwOTFkZmEyYmRjNTBiOGFjYmYzYmZiMmUyY2U0ZWNhNDNmY2M3ZWZhODRjZDQ2MmFhNzZmM2ZjZDQ5OSIsInZlcnNpb24iOjF9.UTNojxmP-lR4wu13HPt7DAtgzFskdsR8IyohDDhA4sLj2_AQG7-FHdE7eE_SZ4H4FOtp-F1V-g6UoyDtFF0YCQ, type: recall
value: 0.9255
name: Recall Micro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZjczZjBlNDhhM2YwZDJiNGEwNmMwMTE3ZDQwY2FkMjY5MGMzNjI2NDMyMmNkNTg2ZGRmMWZmOTk2OTEwNGQ0ZCIsInZlcnNpb24iOjF9.DXAXqasIV3OiJGuUGSFMIDVSsM3ailYD5rHDj9bkoDJ0duVyRQdD5l_Uxs2ILUtMYvy66HG8q9hT3oaQpDDFAQ, type: recall
value: 0.9255
name: Recall Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZDZjNGRhNDhkOTY4NmU5ZWUwNTJkNTk3ZGUwZjQwMzYyZTQ3YTYxZTBjMzg3ZjY5YjUwZGM1ZmI4YzlhZmMwMiIsInZlcnNpb24iOjF9.0Jr2FqC3_4aCO7N_Cd-25rjzz2rtyI0w863DvQfVPJNPzkWrs8qaQ_3lcfcQaMbR9CiVfKYPsgWb7-dwrm-UDA, type: f1
value: 0.8790048313120858
name: F1 Macro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNGNmMzc1MjgxZjM4Njk5ODM2NzIzOWMwYTIyN2E2NWJhYzcwNzgzMTQ0NWZjOGJhZmFkZjg5ZmNkNzYyYzdjMSIsInZlcnNpb24iOjF9.M3qaWCQwpe1vNptl5r8M62VhNe9-0eXQBZ1gIGRaEWOx9aRoTTFAqz_pl3wlhER0dSAjZlUuKElbYCI_R0KQDw, type: f1
value: 0.9255
name: F1 Micro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOGQzNWNhOWFhZjNmYTllZTliYjRjNWVkMzgyNzE4OTcyZWIwOWY0ZTFkMjVjZDgwOTQyYWI1YzhkZjFmNWY3MiIsInZlcnNpb24iOjF9.zLzGH5b86fzDqgyM-P31QEgpVCVNXRXIxsUzWN0NinSARJDmGp0hYAKu80GwRRnCPdavIoluet1FjQaDvt6aDA, type: f1
value: 0.92449885920049
name: F1 Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYTQ2OTM0ZTU1MTQyNzQxNjVkNjY3ODdkYmJhOTE0ZTYxYzhiNzM3NGFhZGRiN2FiNzM5ZjFiNzczOGZhMDU1NCIsInZlcnNpb24iOjF9.33hcbfNttHRTdGFIgtD18ywdBnihqA3W2bJnwozAnpz6A1Fh9w-kHJ7WQ51XMK_MfHBNrMOO_k_x6fNS-Wm5Dg, type: loss
value: 0.16804923117160797
name: loss
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZWYwMWY5MzFkYjM3YjZmNmE3MmFlYTI3OTQ1OWRhZTUzODM3MjYwNTgxY2IxMjQ5NmI0ZDk3NDExZjg5YjJjZiIsInZlcnNpb24iOjF9.bHYpW_rQcKjc0QsMe8yVgWo-toI-LxAZE307_8kUKxQwzzb4cvrjLR66ciel2dVSMsjt479vGpbbAXU_8vh6Dw
Likes: 7 | All-time downloads: 3583
Created: 2022-03-02 23:29:04