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jasonyim2_distilbert-base-uncased-finetuned-emotion-finetuned-lora-glue_cola – AI Model by TransferGraph | AlphaNeural AI
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jasonyim2_distilbert-base-uncased-finetuned-emotion-finetuned-lora-glue_cola
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peft
safetensors
parquet
text-classification
glue
jasonyim2/distilbert-base-uncased-finetuned-emotion
adapter
apache-2.0
model-index
us
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jasonyim2_distilbert-base-uncased-finetuned-emotion-finetuned-lora-glue_cola
This model is a fine-tuned version of
jasonyim2/distilbert-base-uncased-finetuned-emotion
on the glue dataset. It achieves the following results on the evaluation set:
accuracy: 0.7574
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: 0.0004
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: 4
Training results
accuracy
train_loss
epoch
0.3145
None
0
0.7124
0.6050
0
0.7392
0.5410
1
0.7488
0.5002
2
0.7574
0.4815
3
Framework versions
PEFT 0.8.2
Transformers 4.37.2
Pytorch 2.2.0
Datasets 2.16.1
Tokenizers 0.15.2
