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opt-iml-max-1.3b-lora-s-t3000-v300-v2

This model is a fine-tuned version of facebook/opt-iml-max-1.3b on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 2.0578

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: 0.0002
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 8
  • total_train_batch_size: 64
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 10
  • num_epochs: 2
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss
2.3525 0.43 20 2.1918
2.1991 0.85 40 2.0734
2.1575 1.28 60 2.0636
2.1974 1.71 80 2.0578

Framework versions

  • Transformers 4.28.0.dev0
  • Pytorch 1.13.1+cu116
  • Datasets 2.11.0
  • Tokenizers 0.13.2
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