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heranm_finetuning-sentiment-model-3000-samples-finetuned-lora-glue_cola – AI Model by TransferGraph | AlphaNeural AI
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heranm_finetuning-sentiment-model-3000-samples-finetuned-lora-glue_cola
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peft
safetensors
parquet
text-classification
glue
heranm/finetuning-sentiment-model-3000-samples
adapter
apache-2.0
model-index
us
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heranm_finetuning-sentiment-model-3000-samples-finetuned-lora-glue_cola
This model is a fine-tuned version of
heranm/finetuning-sentiment-model-3000-samples
on the glue dataset. It achieves the following results on the evaluation set:
accuracy: 0.7785
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
0.4247
None
0
0.7469
0.5754
0
0.7680
0.5076
1
0.7737
0.4801
2
0.7785
0.4636
3
Framework versions
PEFT 0.8.2
Transformers 4.37.2
Pytorch 2.2.0
Datasets 2.16.1
Tokenizers 0.15.2
