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bart-base-lora-885K-snli-model2 – AI Model by varun-v-rao | AlphaNeural AI
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bart-base-lora-885K-snli-model2
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transformers
tensorboard
safetensors
bart
text-classification
generated_from_trainer
stanfordnlp/snli
facebook/bart-base
finetune
apache-2.0
model-index
autotrain_compatible
endpoints_compatible
us
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bart-base-lora-885K-snli-model2
This model is a fine-tuned version of
facebook/bart-base
on the snli dataset. It achieves the following results on the evaluation set:
Loss: 0.4485
Accuracy: 0.8267
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: 2e-05
train_batch_size: 256
eval_batch_size: 128
seed: 70
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
0.6411
1.0
2146
0.5055
0.7981
0.5713
2.0
4292
0.4650
0.8198
0.5509
3.0
6438
0.4485
0.8267
Framework versions
Transformers 4.35.2
Pytorch 2.1.1+cu121
Datasets 2.15.0
Tokenizers 0.15.0
