mlfoundations-dev / stackoverflow_25000tasks_1p

huggingface.co
Total runs: 9
24-hour runs: 0
7-day runs: 3
30-day runs: 3
Model's Last Updated: December 30 2024
text-generation

Introduction of stackoverflow_25000tasks_1p

Model Details of stackoverflow_25000tasks_1p

stackoverflow_25000tasks_1p

This model is a fine-tuned version of meta-llama/Meta-Llama-3.1-8B on the mlfoundations-dev/stackoverflow_25000tasks_1p dataset. It achieves the following results on the evaluation set:

  • Loss: 0.7968
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-06
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • distributed_type: multi-GPU
  • num_devices: 8
  • gradient_accumulation_steps: 8
  • total_train_batch_size: 512
  • total_eval_batch_size: 64
  • optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: constant
  • num_epochs: 3.0
Training results
Training Loss Epoch Step Validation Loss
0.8513 1.0 35 0.8262
0.7678 2.0 70 0.7983
0.7049 3.0 105 0.7968
Framework versions
  • Transformers 4.46.1
  • Pytorch 2.3.0
  • Datasets 3.1.0
  • Tokenizers 0.20.3

Runs of mlfoundations-dev stackoverflow_25000tasks_1p on huggingface.co

9
Total runs
0
24-hour runs
3
3-day runs
3
7-day runs
3
30-day runs

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