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Zazo2020/tmp2-codellama-7b-openapi-completion-ctx

sourceHugging Facellama2updated 2y agoView on Hugging Face
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tmp2-codellama-7b-openapi-completion-ctx

This model is a fine-tuned version of codellama/CodeLlama-7b-hf on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.7545

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: 0.0002
  • trainbatchsize: 4
  • evalbatchsize: 4
  • seed: 42
  • gradientaccumulationsteps: 8
  • totaltrainbatch_size: 32
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: cosine
  • lrschedulerwarmup_ratio: 0.05
  • training_steps: 100

Training results

Training LossEpochStepValidation Loss
0.69361.01000.7545

Framework versions

  • PEFT 0.11.1
  • Transformers 4.41.1
  • Pytorch 2.4.0+cu121
  • Datasets 2.19.1
  • Tokenizers 0.19.1