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@The-FinAI

The Fin AI

README.md

The Fin AI — benchmarks, models and leaderboards for finance

Website Hugging Face Discord Google Scholar

The Fin AI is a global academy advancing financial general intelligence through education, open research and incubation. This is where our code lives — evaluation frameworks, benchmarks, models and agent systems for financial AI. Datasets, model weights and live leaderboards are on Hugging Face.

🎯 Our vision

Open-source, trustworthy Financial General Intelligence — pursued together by researchers, engineers and financial experts around the world. AI Readiness in Finance.
🎓 Education Bringing and educating the next generation of financial AI researchers and talents through courses, study groups and hands-on learning.
🔬 Research Driving rigorous and transparent research with open benchmarks, models and agent systems that advance the science of financial AI.
🚀 Incubation Transforming ideas into impactful financial AI solutions by supporting early-stage teams with guidance, resources and real-world use cases.

📊 Benchmarks & evaluation

Project What it is Paper Data
PIXIU FinMA models, instruction data and the FLARE evaluation suite 2306.05443 🤗
FinBen Holistic financial benchmark for LLMs 2402.12659 🤗
MultiFinBen Multilingual & multimodal financial evaluation 2506.14028 🤗
Ebisu Japanese financial language evaluation 2602.01479 🤗
CALM Credit scoring and risk assessment 2310.00566 🤗
FinTagging XBRL tagging of financial reports 2505.20650 🤗
FinAuditing Taxonomy-structured, multi-document auditing (SIGIR 2026) 2510.08886 🤗
FinCriticalED Fact-level OCR of financial documents 2511.14998 🤗
Conv-FinRe Conversational financial recommendation 2602.16990 🤗

🧠 Models & methods

Project What it is Paper
Fino1 Reasoning-enhanced financial LLMs (8B / 14B) 2502.08127
FinSeer Retrieval-augmented financial time-series forecasting 2502.05878
HARMONIC LLMs for tabular data synthesis and privacy protection 2408.02927
CommitteeAudit The "standing committee" in Mixture-of-Experts models (ACL 2026) 2601.03425

🤖 Agents & trading

Project What it is Paper
Agent Market Arena Live multi-market trading benchmark for LLM agents · live arena 2510.11695
FinCon LLM multi-agent system for financial decision making (NeurIPS 2024) 2407.06567
trials Pair trading with hierarchical reinforcement learning 2301.10724

🏆 Leaderboards & events

🤝 Get involved

Questions or ideas? Open an issue on the relevant repository, or join us on Discord and Google Groups. More at thefin.ai · YouTube.

Pinned Loading

  1. PIXIU PIXIU Public

    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 finan…

    Jupyter Notebook 896 126

  2. Fino1 Fino1 Public

    This is the repo of developing reasoning models in the specific domain of financial, aim to enhance models capabilities in handling financial reasoning tasks.

    Jupyter Notebook 83 10

  3. FinBen FinBen Public

    FinBen: a holistic financial benchmark for large language models (arXiv:2402.12659)

    Python 18 18

  4. Agent_Market_Arena Agent_Market_Arena Public

    Agent Market Arena: a live multi-market trading benchmark for LLM agents (arXiv:2510.11695)

    Python 9 2

  5. FinAuditing FinAuditing Public

    FinAuditing: a taxonomy-structured, multi-document auditing benchmark for LLMs (arXiv:2510.08886)

    Jupyter Notebook 6 3

Repositories

Showing 10 of 27 repositories
  • website Public

    The Fin AI — static website for thefin.ai (no build).

    The-FinAI/website's past year of commit activity
    HTML 0 0 0 0 Updated Nov 1, 2026
  • IEEE-bigdata-cup Public

    FinReason Cup 2026 (IEEE Big Data Cup): agentic financial reasoning, hedging & audit

    The-FinAI/IEEE-bigdata-cup's past year of commit activity
    Python 0 1 0 0 Updated Oct 29, 2026
  • community-site Public

    Build output of community.thefin.ai (The Fin AI member portal). Static files only — no source code or data; the source lives in a private repository.

    The-FinAI/community-site's past year of commit activity
    HTML 0 0 0 0 Updated Oct 10, 2026
  • arxiv-template Public

    The Fin AI LaTeX template for arXiv preprints and technical reports (Overleaf-ready)

    The-FinAI/arxiv-template's past year of commit activity
    TeX 0 0 0 0 Updated Oct 10, 2026
  • .github Public

    Organization profile and community health files for The Fin AI

    The-FinAI/.github's past year of commit activity
    0 0 0 0 Updated Oct 8, 2026
  • PIXIU Public

    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).

    The-FinAI/PIXIU's past year of commit activity
    Jupyter Notebook 896 MIT 126 10 3 Updated Oct 8, 2026
  • trials Public

    trials: Select and Trade — unified pair trading with hierarchical reinforcement learning (arXiv:2301.10724)

    The-FinAI/trials's past year of commit activity
    Python 136 MIT 33 2 0 Updated Oct 8, 2026
  • XBRL_Auditing Public

    Code examples for XBRL auditing tasks (DQC rules), companion to FinAuditing

    The-FinAI/XBRL_Auditing's past year of commit activity
    Jupyter Notebook 2 MIT 0 0 0 Updated Oct 8, 2026
  • HARMONIC Public

    HARMONIC: harnessing LLMs for tabular data synthesis and privacy protection (arXiv:2408.02927)

    The-FinAI/HARMONIC's past year of commit activity
    Python 13 MIT 3 1 0 Updated Oct 8, 2026
  • Fino1 Public

    This is the repo of developing reasoning models in the specific domain of financial, aim to enhance models capabilities in handling financial reasoning tasks.

    The-FinAI/Fino1's past year of commit activity
    Jupyter Notebook 83 MIT 10 4 0 Updated Oct 8, 2026
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