This is fine tuning process with 15 synthetic data created by GPT4. Fine tuned model can be used for classification for customer complaints in financial industries. It can classify six classes of products.
これはGPT4によって生成された15の合成データを用いたファインチューニングのプロセスです。ファインチューニングされたモデルは、金融業界における顧客の苦情を分類するために使用することができます。このモデルは、6種類の金融商品に対して分類を行うことができます。
This is an example of synthetic e-mail of cunstomer complaint in the bank and results of fine-tuning.
This analysis is inspired by this great work by https://github.com/mshumer/gpt-llm-trainer
This code is solely for educational purpose. The code cannot be used for investments or busineeses in practice. TOSHI STATS Co.,Ltd. and I do not accept any responsibility or liability for loss or damage occasioned to any person or property through using materials, instructions, methods, algorithm or ideas contained herein, or acting or refraining from acting as a result of such use. TOSHI STATS Co.,Ltd. and I expressly disclaim all implied warranties, including merchantability or fitness for any particular purpose. There will be no duty on TOSHI STATS Co.,Ltd. and me to correct any errors or defects in the codes and the software.