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connectivity_cola_6ep_ft-33-finetuned-lora-tweet_eval_irony – AI Model by TransferGraph | AlphaNeural AI
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connectivity_cola_6ep_ft-33-finetuned-lora-tweet_eval_irony
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peft
safetensors
parquet
text-classification
tweet_eval
connectivity/cola_6ep_ft-33
adapter
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connectivity_cola_6ep_ft-33-finetuned-lora-tweet_eval_irony
This model is a fine-tuned version of
connectivity/cola_6ep_ft-33
on the tweet_eval dataset. It achieves the following results on the evaluation set:
accuracy: 0.6419
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
0.4942
None
0
0.5508
0.7507
0
0.5728
0.6699
1
0.5979
0.6398
2
0.6199
0.6192
3
0.6178
0.5931
4
0.6293
0.5765
5
0.6398
0.5584
6
0.6419
0.5531
7
Framework versions
PEFT 0.8.2
Transformers 4.37.2
Pytorch 2.2.0
Datasets 2.16.1
Tokenizers 0.15.2
