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bart-large-snli-model1 – AI Model by varun-v-rao | AlphaNeural AI
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bart-large-snli-model1
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transformers
tensorboard
safetensors
bart
text-classification
generated_from_trainer
stanfordnlp/snli
facebook/bart-large
finetune
apache-2.0
model-index
autotrain_compatible
endpoints_compatible
us
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bart-large-snli-model1
This model is a fine-tuned version of
facebook/bart-large
on the snli dataset. It achieves the following results on the evaluation set:
Loss: 0.2739
Accuracy: 0.9052
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: 128
eval_batch_size: 128
seed: 24
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
0.3865
1.0
4292
0.2993
0.8906
0.3276
2.0
8584
0.2780
0.9018
0.2925
3.0
12876
0.2739
0.9052
Framework versions
Transformers 4.35.2
Pytorch 2.1.1+cu121
Datasets 2.15.0
Tokenizers 0.15.0
