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opt-1.3b-lora-3.15M-snli-model2 – AI Model by varun-v-rao | AlphaNeural AI
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varun-v-rao
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opt-1.3b-lora-3.15M-snli-model2
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transformers
tensorboard
safetensors
opt
text-classification
generated_from_trainer
facebook/opt-1.3b
finetune
other
autotrain_compatible
text-generation-inference
endpoints_compatible
us
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opt-1.3b-lora-3.15M-snli-model2
This model is a fine-tuned version of
facebook/opt-1.3b
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.6840
Accuracy: 0.755
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: 25
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
0.3528
1.0
4292
0.2888
0.8930
0.3296
2.0
8584
0.2705
0.9012
0.3158
3.0
12876
0.2617
0.9040
Framework versions
Transformers 4.35.2
Pytorch 2.1.1+cu121
Datasets 2.15.0
Tokenizers 0.15.0
