MetaGLM/FinGLM

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

2258 stars · 313 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

FinGLM is an open, community-driven financial LLM project centered on a dialog-based question-answering system that analyzes Chinese listed-company annual reports. It bundles an end-to-end pipeline (PDF-to-text parsing, structuring data into SQL/MongoDB/Elasticsearch, ChatGLM fine-tuning with P-Tuning v2 and LoRA, and retrieval-augmented answer generation) together with a 70 GB annual-report dataset, 10,000 annotated evaluation samples, and multiple competition-winning solutions plus course materials.

Use cases

• answer questions about a company's annual report with an LLM
• build a financial question-answering chatbot over company filings
• fine-tune ChatGLM on financial documents
• find an open dataset of Chinese listed-company annual reports
• extract and structure financial data from PDF annual reports
• learn how to apply large language models to financial analysis
• evaluate LLMs on financial QA using annotated benchmark data

When to choose

• You want an end-to-end reference implementation for QA over Chinese listed-company annual reports
• You need the open 70 GB annual-report corpus and 10,000 human-annotated evaluation samples
• You want to compare multiple competition-winning fine-tuning and RAG approaches side by side

When to avoid

• You need production-grade software with clear licensing - the repository has no license, so reuse rights are uncertain
• You need English-language filings or non-Chinese financial documents
• You want a turnkey, actively maintained financial assistant rather than competition code and learning materials

Facets

application · maturity maintenance

rag llm-training llm-inference chatbot nlp machine-learning pdf database search-engine prompt-engineering artificial-intelligence large-language-models fintech machine-learning data-science python cross-platform financial-analysis annual-reports chatglm fine-tuning question-answering document-qa financial-dataset chinese lora ptuning competition-solutions finance natural-language-processing gpu

Member repositories

For agents

markdown · JSON · MCP: product_card(name="MetaGLM/FinGLM")