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go-bruins-ruby-bf16

This model is a fine-tuned version of rwitz/go-bruins on an unknown dataset.

Model description

  • intention is to use this with system message for generating ruby codes

Intended uses & limitations

  • writing rspec / ruby codes

Training and evaluation data

Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 2e-05
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 64
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: constant
  • lr_scheduler_warmup_steps: 1
  • num_epochs: 1

Training results

Framework versions

  • Transformers 4.35.0
  • Pytorch 2.1.0+cu118
  • Datasets 2.14.5
  • Tokenizers 0.14.1
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Model size
7.24B params
Tensor type
BF16
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