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cardiffnlp_twitter-roberta-base-2021-124m-finetuned-lora-tweet_eval_irony – AI Model by TransferGraph | AlphaNeural AI
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cardiffnlp_twitter-roberta-base-2021-124m-finetuned-lora-tweet_eval_irony
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peft
safetensors
parquet
text-classification
tweet_eval
cardiffnlp/twitter-roberta-base-2021-124m
adapter
mit
model-index
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cardiffnlp_twitter-roberta-base-2021-124m-finetuned-lora-tweet_eval_irony
This model is a fine-tuned version of
cardiffnlp/twitter-roberta-base-2021-124m
on the tweet_eval dataset. It achieves the following results on the evaluation set:
accuracy: 0.7613
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: 0.0005
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: 8
Training results
accuracy
train_loss
epoch
0.4827
None
0
0.6859
0.6609
0
0.7162
0.5654
1
0.7403
0.5213
2
0.7476
0.4871
3
0.7445
0.4654
4
0.7508
0.4388
5
0.7634
0.4284
6
0.7613
0.4145
7
Framework versions
PEFT 0.8.2
Transformers 4.37.2
Pytorch 2.2.0
Datasets 2.16.1
Tokenizers 0.15.2
