AlphaFin-proj/AlphaFin resource

Health v2 · maintenance only

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Adoption not part of the score

1029 stars · 89 forks observed · 2026-08-28

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

AlphaFin is a financial analysis benchmark dataset plus StockGPT chat models and the Stock-Chain retrieval-augmented framework, targeting stock trend prediction and financial Q&A. It combines research datasets, real-time financial data, and handwritten chain-of-thought data to reduce LLM hallucination in financial analysis.

Use cases

• benchmark llms on financial analysis tasks
• fine-tune a model for stock trend prediction
• build a retrieval-augmented financial q&a chatbot
• reduce hallucination in llm financial answers
• train on financial reports with chain-of-thought data
• run rag over real-time stock data

When to choose

• you need a benchmark for financial llm research
• you want to fine-tune an open model on financial reports
• you are building a rag-based stock analysis assistant
• you need cot training data for financial q&a

When to avoid

• you need production financial advice or trading signals
• you need a non-research licensed product
• you need real-time low-latency trading infrastructure
• you work outside the financial domain

Facets

dataset · maturity active

rag machine-learning llm-training data-science fintech large-language-models machine-learning python financial-analysis stock-trend-prediction financial-qa stockgpt stock-chain fine-tuning chain-of-thought benchmark retrieval-augmented-generation

Member repositories

For agents

markdown · JSON · MCP: product_card(name="AlphaFin-proj/AlphaFin")