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llama2-2t-asstop1-lr2-e5-cos-ep3-instruct-v3

This model is a fine-tuned version of TinyLlama/TinyLlama-1.1B-intermediate-step-955k-token-2T on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 1.4361

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: 8
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • training_steps: 0

Training results

Training Loss Epoch Step Validation Loss
1.4996 1.0 1619 1.4443
1.4882 2.0 3238 1.4370
1.4708 3.0 4857 1.4361

Framework versions

  • Transformers 4.35.2
  • Pytorch 2.0.0
  • Datasets 2.12.0
  • Tokenizers 0.15.0
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