metadata

license: apache-2.0
tags:
  - KoRWKV
  - KoAlpaca
model-index:
  - name: KoAlpaca-KoRWKV-1.5B
    results: []
language:
  - ko
datasets:
  - KoAlpaca-v1.0
pipeline_tag: text-generation

🚧 Note: this repo is under construction, current uploaded version is finetuned version of KoRWKV which is ~20% trained ckpt (with ~31Billion tokens) 🚧

beomi/KoAlpaca-KoRWKV-1.5B (v1.0)

This model is a fine-tuned version of KoRWKV-1.5B on a KoAlpaca Dataset v1.0

Dataset available at KoAlpaca Github Repository

Training procedure

Train Device

A100 80G x2
~2hrs

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 5e-05
train_batch_size: 8
seed: 42
optimizer: Adafactor
lr_scheduler_type: linear
num_epochs: 2.0
mixed_precision_training: Native AMP fp16

Framework versions

Transformers 4.30.0.dev0
Pytorch 2.0.0+cu117
Datasets 2.10.1
Tokenizers 0.13.2