Wang Jiachen
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NLP / FinTech2023.06 – 2023.07

ChatGLM-Based Financial Q&A System

Fine-tuned ChatGLM-2 on inclusive finance domain corpus, winning innovation award.

PythonChatGLM-2PyTorch

Summer research training project at SWUFE International Joint Lab for Financial Technology.

Problem: General-purpose LLMs lack domain-specific knowledge for financial services, especially in inclusive finance.

Method: Fine-tuned ChatGLM-2 large language model using vertical domain corpus in inclusive finance to construct a customized intelligent Q&A system.

Result: Won the training program innovation award for the quality and applicability of the fine-tuned system.

Highlights

  • ChatGLM-2 fine-tuning
  • Inclusive finance domain
  • Innovation award
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