小弃-qwen1.5-7b-5e-5-40000

This model is a fine-tuned version of Qwen/Qwen1.5-7B on the alpaca_gpt4_zh 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: 5e-05
  • train_batch_size: 1
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 8
  • total_train_batch_size: 8
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • num_epochs: 20.0
  • mixed_precision_training: Native AMP

Training results

Framework versions

  • Transformers 4.38.2
  • Pytorch 2.2.2+cu121
  • Datasets 2.18.0
  • Tokenizers 0.15.2

训练集:

comparison_gpt4_data_zh

100000 取 30000

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