MuggleMath_70B / README.md
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metadata
license: other
tags:
  - llama-factory
  - full
  - generated_from_trainer
model-index:
  - name: muggle70b
    results: []

muggle70b

This model is a fine-tuned version of /cpfs01/shared/public/lichengpeng.lcp/Llama-2-70b-hf on the muggle 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: 1e-05
  • train_batch_size: 1
  • eval_batch_size: 8
  • seed: 42
  • distributed_type: multi-GPU
  • num_devices: 32
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 128
  • total_eval_batch_size: 256
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • num_epochs: 3.0

Training results

Framework versions

  • Transformers 4.37.2
  • Pytorch 2.1.0+cu118
  • Datasets 2.17.1
  • Tokenizers 0.15.2