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PIXIU / FinMA

Financial instruction-tuned LLM plus the FinBen evaluation benchmark

By The FinAI

Live GitHub metrics

Live GitHub data · Oct 11, 2026
Stars
893
Stars · 7d
+3
Stars · 30d
+8
30d momentum
+0.9%
Forks
126
Open issues
13
Language
Jupyter Notebook
Last push
3 days ago

No tagged releases. Repository created Jun 2, 2023.

749753757Sep 2Oct 8
Cumulative GitHub stars, Sep 2, 2026 to Oct 8, 2026. Source: OSSInsight star history.

What it is

PIXIU released FinMA, an instruction-tuned financial model, together with the instruction dataset and an evaluation suite that later grew into FinBen. It is the reference point for comparing financial LLMs on sentiment, headline classification, NER, question answering and stock-movement tasks.

In the maintainers' words: “This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).”

Tags

  • Financial LLM
  • Benchmark
  • Instruction tuning
  • #aifinance
  • #chatgpt
  • #fintech
  • #gpt-4
  • #large-language-models
  • #llama
  • #machine-learning
  • #named-entity-recognition