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Jeevesh8_6ep_bert_ft_cola-29-finetuned-lora-tweet_eval_irony – AI Model by TransferGraph | AlphaNeural AI
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Jeevesh8_6ep_bert_ft_cola-29-finetuned-lora-tweet_eval_irony
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peft
safetensors
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text-classification
tweet_eval
Jeevesh8/6ep_bert_ft_cola-29
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Jeevesh8_6ep_bert_ft_cola-29-finetuned-lora-tweet_eval_irony
This model is a fine-tuned version of
Jeevesh8/6ep_bert_ft_cola-29
on the tweet_eval dataset. It achieves the following results on the evaluation set:
accuracy: 0.6429
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
0.5047
None
0
0.5236
0.8020
0
0.5298
0.6849
1
0.5654
0.6645
2
0.5948
0.6334
3
0.6157
0.5938
4
0.6241
0.5786
5
0.6314
0.5586
6
0.6429
0.5499
7
Framework versions
PEFT 0.8.2
Transformers 4.37.2
Pytorch 2.2.0
Datasets 2.16.1
Tokenizers 0.15.2
