README.md

metadata

license: apache-2.0
tags:
  - generated_from_trainer
model-index:
  - name: polyglot-ko-1.3b-klue
    results: []
datasets:
  - klue
language:
  - ko
metrics:
  - perplexity

polyglot-ko-1.3b-klue

This model is a fine-tuned version of EleutherAI/polyglot-ko-1.3b on the None dataset. It achieves the following results on the evaluation set:

• Loss: 2.6845

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: 8
• seed: 42
• gradient_accumulation_steps: 4
• total_train_batch_size: 4
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 1
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	265	2.6845

Framework versions

• Transformers 4.29.1
• Pytorch 2.0.0+cu118
• Datasets 2.12.0
• Tokenizers 0.13.3