metadata

license: mit
tags:
  - generated_from_trainer
datasets:
  - lmflow_instruction
model-index:
  - name: 044_inst-tuning_model-gpt_num-epoch-5_init-lr-2e-5_bf-16_blocksize768
    results: []

044_inst-tuning_model-gpt_num-epoch-5_init-lr-2e-5_bf-16_blocksize768

This model is a fine-tuned version of gpt2 on the lmflow_instruction 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: 2e-05
train_batch_size: 64
eval_batch_size: 1
seed: 42
distributed_type: multi-GPU
num_devices: 8
total_train_batch_size: 512
total_eval_batch_size: 8
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5.0

Training results

Framework versions

Transformers 4.27.0.dev0
Pytorch 2.0.0+cu117
Datasets 2.10.1
Tokenizers 0.13.2