opt-2-7b / README.md
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metadata
license: other
tags:
  - generated_from_trainer
model-index:
  - name: opt-2-7b
    results: []

opt-2-7b

This model is a fine-tuned version of facebook/opt-2.7b on an unknown dataset.

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: 1
  • eval_batch_size: 1
  • seed: 42
  • distributed_type: multi-GPU
  • num_devices: 2
  • gradient_accumulation_steps: 8
  • total_train_batch_size: 16
  • total_eval_batch_size: 2
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_ratio: 0.03
  • num_epochs: 20.0
  • mixed_precision_training: Native AMP

Training results

Framework versions

  • Transformers 4.27.3
  • Pytorch 2.0.0+cu117
  • Tokenizers 0.12.1