Thai GPT Next

It is fine-tune the GPT-Neo model for Thai language.

Dataset for fine-tune this model

• prachathai67k
• thaisum
• thai_toxicity_tweet
• wongnai reviews
• wisesight_sentiment
• TLC
• scb_mt_enth_2020 (Thai only)
• Thai wikipedia (date: 2021/06/20)

Max Length: 280

Number of train lists: 1,697,254 lists

Number of training: 2 ep

training loss: 0.285500

Model

• thaigpt-next-125m is fine-tune the GPT-NEO-125M model.

FIle

• train.ipynb is train notebook of thaigpt-next-125m model.
• text_generation.ipynb is a text generation notebook.
• Few_shot_learning.ipynb is a few-shot learning notebook.

How to use

You can using it from huggingface or PyThaiNLP (in the future) for few-shot learning works or text generation (not recommended).

thaigpt-next-125m at huggingface model: https://huggingface.co/wannaphong/thaigpt-next-125m

License

Copyright 2021 Wannaphong Phatthiyaphaibun

Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at

   http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.

Author

Wannaphong Phatthiyaphaibun