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robertou2_roberta-base-bne-finetuned-amazon_reviews_multi-finetuned-lora-tweet_eval_irony – AI Model by TransferGraph | AlphaNeural AI
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robertou2_roberta-base-bne-finetuned-amazon_reviews_multi-finetuned-lora-tweet_eval_irony
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peft
safetensors
parquet
text-classification
tweet_eval
robertou2/roberta-base-bne-finetuned-amazon_reviews_multi
adapter
apache-2.0
model-index
us
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robertou2_roberta-base-bne-finetuned-amazon_reviews_multi-finetuned-lora-tweet_eval_irony
This model is a fine-tuned version of
robertou2/roberta-base-bne-finetuned-amazon_reviews_multi
on the tweet_eval dataset. It achieves the following results on the evaluation set:
accuracy: 0.6670
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
0.5403
None
0
0.5948
0.7041
0
0.6
0.6361
1
0.6251
0.5760
2
0.6545
0.5366
3
0.6628
0.4968
4
0.6545
0.4455
5
0.6764
0.4160
6
0.6670
0.3901
7
Framework versions
PEFT 0.8.2
Transformers 4.37.2
Pytorch 2.2.0
Datasets 2.16.1
Tokenizers 0.15.2
