KoGPT2

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KoGPT2 is an AI Agents & Automation tool that provides a Korean GPT-2 pretrained language model. It is an open-source project designed for Korean language text generation and natural language processing tasks.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Yes

Skill level

Technical

About

What is KoGPT2?

KoGPT2 is an open-source Korean GPT-2 pretrained language model developed by SKT-AI. It is specifically designed to overcome the limitations of existing language models in Korean, having been trained on over 40GB of Korean text data. The model utilizes a Character BPE tokenizer with a vocabulary size of 51,200, enhanced with common Korean emoticons and emojis for improved recognition. It also includes unused tokens for flexible task-specific definitions. KoGPT2 is optimized for sentence generation and performs well in various natural language processing tasks, including classification and regression, as demonstrated by its performance on NSMC and KorSTS benchmarks. The project is hosted on GitHub and is available under the CC-BY-NC-SA 4.0 license.

Best used for

Ideal for developers and data scientists who need to generate high-quality Korean text, perform natural language processing tasks, and build AI applications tailored for the Korean language. Especially valuable for researchers and practitioners working with large Korean text datasets.

Common actions

generate Korean text

perform NLP tasks

train language models

develop AI applications

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Capabilities

Key features

Korean GPT-2 model
Character BPE tokenizer
40GB+ Korean text training
Sentence generation
Classification support
Regression support

Target Audience

developerdata scientist

Integrations

Not yet documented

Pricing & Plans

Open Source

Free

FAQs

What kind of data was KoGPT2 trained on?

KoGPT2 was trained on a diverse set of Korean data, including the Korean Wikipedia, news articles, and the 'Modu's Corpus v1.0'. This extensive training on over 40GB of text helps it achieve strong performance in Korean language understanding and generation.

What license is KoGPT2 released under?

KoGPT2 is released under the CC-BY-NC-SA 4.0 license. This means users can share and adapt the model and code, but must provide attribution, use it for non-commercial purposes, and share any adaptations under the same license.

Does KoGPT2 support custom tokens or emojis?

Yes, KoGPT2's tokenizer includes common Korean emoticons and emojis to improve recognition. Additionally, it defines unused tokens (e.g., <unused0> to <unused99>) that can be freely defined and used for specific tasks as needed.

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