twitter_RoBERTa_token_itr0_1e-05_all_01_03_2022-15_02_39 – AI Model by ali2066 | AlphaNeural AI

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ali2066/
twitter_RoBERTa_token_itr0_1e-05_all_01_03_2022-15_02_39

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token-classification

generated_from_trainer

autotrain_compatible

endpoints_compatible

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twitter_RoBERTa_token_itr0_1e-05_all_01_03_2022-15_02_39

This model is a fine-tuned version of cardiffnlp/twitter-roberta-base on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.2903
Precision: 0.2440
Recall: 0.4465
F1: 0.3155
Accuracy: 0.8706

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 1e-05
train_batch_size: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Precision	Recall	F1	Accuracy
No log	1.0	30	0.4378	0.0463	0.1136	0.0658	0.7742
No log	2.0	60	0.3739	0.1472	0.3756	0.2115	0.8284
No log	3.0	90	0.3422	0.1865	0.4330	0.2607	0.8374
No log	4.0	120	0.3286	0.2243	0.4833	0.3064	0.8438
No log	5.0	150	0.3239	0.2356	0.4809	0.3163	0.8490

Framework versions

Transformers 4.15.0
Pytorch 1.10.1+cu113
Datasets 1.18.0
Tokenizers 0.10.3