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connectivity_cola_6ep_ft-22-finetuned-lora-tweet_eval_irony – AI Model by TransferGraph | AlphaNeural AI
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connectivity_cola_6ep_ft-22-finetuned-lora-tweet_eval_irony
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peft
safetensors
parquet
text-classification
tweet_eval
connectivity/cola_6ep_ft-22
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connectivity_cola_6ep_ft-22-finetuned-lora-tweet_eval_irony
This model is a fine-tuned version of
connectivity/cola_6ep_ft-22
on the tweet_eval dataset. It achieves the following results on the evaluation set:
accuracy: 0.6408
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
0.5623
0.7764
0
0.5832
0.6802
1
0.6031
0.6507
2
0.6168
0.6200
3
0.6272
0.5918
4
0.6356
0.5743
5
0.6366
0.5534
6
0.6408
0.5470
7
Framework versions
PEFT 0.8.2
Transformers 4.37.2
Pytorch 2.2.0
Datasets 2.16.1
Tokenizers 0.15.2
