pszemraj's picture
add 4 epochs tuning
11dbf7a
|
raw
history blame
No virus
1.65 kB
metadata
license: apache-2.0
tags:
  - generated_from_trainer
model-index:
  - name: distilgpt2-emailgen-V2-emailgen_DS-multi-clean-100k_Ep-4_Bs-16
    results: []

distilgpt2-emailgen-V2-emailgen_DS-multi-clean-100k_Ep-4_Bs-16

This model is a fine-tuned version of postbot/distilgpt2-emailgen-V2 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 1.9126

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: 0.0006
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • distributed_type: multi-GPU
  • gradient_accumulation_steps: 8
  • total_train_batch_size: 128
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_ratio: 0.01
  • num_epochs: 4

Training results

Training Loss Epoch Step Validation Loss
1.9045 1.0 789 2.0006
1.8115 2.0 1578 1.9557
1.8501 3.0 2367 1.9110
1.7376 4.0 3156 1.9126

Framework versions

  • Transformers 4.22.2
  • Pytorch 1.10.0+cu113
  • Datasets 2.5.1
  • Tokenizers 0.12.1