metadata

license: apache-2.0
tags:
  - generated_from_trainer
  - polyglot-ko
  - gpt-neox
  - KoAlpaca
model-index:
  - name: KoAlpaca-Polyglot-5.8B
    results: []
language:
  - ko
datasets:
  - KoAlpaca-v1.1b
pipeline_tag: text-generation

Update @ 2023.06.01

Add Safetensor sharded model weight (max shard = 1GB)

KoAlpaca-Polyglot-5.8B (v1.1b)

This model is a fine-tuned version of EleutherAI/polyglot-ko-5.8b on a KoAlpaca Dataset v1.1b

Detail Codes are available at KoAlpaca Github Repository

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 5e-05
train_batch_size: 2
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 2.0
mixed_precision_training: Native AMP

Framework versions

Transformers 4.29.0.dev0
Pytorch 2.0.0+cu117
Datasets 2.10.1
Tokenizers 0.13.2