mgpt-lora-multi-shared-1024

This model is a fine-tuned version of ai-forever/mGPT on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 1.7504

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: 1
  • eval_batch_size: 1
  • seed: 42
  • distributed_type: multi-GPU
  • num_devices: 8
  • total_train_batch_size: 8
  • total_eval_batch_size: 8
  • optimizer: Use adamw_torch_fused with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_steps: 49957
  • num_epochs: 1

Training results

Framework versions

  • PEFT 0.13.2
  • Transformers 4.46.3
  • Pytorch 2.1.0a0+32f93b1
  • Datasets 3.1.0
  • Tokenizers 0.20.3
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