Plutus: Pioneering Greek Financial AI in a Global Context
β’ 8
The Fin AI
Team
community
AI & ML interests
Financial Large Language Models
Recent Activity
Papers
Factorized Hypothesis Search for Evidence-to-Taxonomy Retrieval
AUDITFLOW: Executable Symbolic Environments for Structured Financial Reporting Verification
Articles
Organization Card
The Fin AI is a global academy advancing financial general intelligence through education, open research and incubation. This is where we release our benchmarks, models, leaderboards and demos for financial AI β across English, Chinese, Japanese, Spanish and Greek, and across text, vision and audio. π thefin.ai Β· π all our papers
π― Our vision
Open-source, trustworthy Financial General Intelligence β pursued together by researchers, engineers and financial experts around the world. AI Readiness in Finance.
Three pillars, one mission:
| π Education | Bringing and educating the next generation of financial AI researchers and talents through courses, study groups and hands-on learning. |
| π¬ Research | Driving rigorous and transparent research with open benchmarks, models and agent systems that advance the science of financial AI β this Hugging Face organization is where that work is released. |
| π Incubation | Transforming ideas into impactful financial AI solutions by supporting early-stage teams with guidance, resources and real-world use cases. |
π Named one of Global Finance's World's Best Financial Innovation Labs 2026.
News ποΈ
- Oct 2026 Β· All leaderboards redesigned, with live data and a last updated date; the Plutus-8B and FinLLaVA demos are back on ZeroGPU.
- May 2026 Β· Herculean: agentic financial analysis β trading, hedging, reporting and auditing.
- Mar 2026 Β· EnterpriseArena: can LLM agents act as CFOs over long horizons?
- Feb 2026 Β· Ebisu for Japanese financial language, and Conv-FinRe for conversational financial recommendation.
- Nov 2025 Β· FinCriticalED: fact-level OCR of financial documents.
- Oct 2025 Β· FinAuditing for taxonomy-structured auditing, and the live Agent Market Arena.
π Leaderboards & demos
- Open FinLLM Leaderboard β MultiFinBen: 21 models on 36 datasets in five languages and three modalities.
- Reasoning Leaderboard β Fino1: numerical reasoning over reports, long documents and XBRL.
- Greek Financial LLM Leaderboard β Plutus: five Greek financial tasks.
- Agent Market Arena β LLM trading agents competing in live markets.
- IJCAI 2024 FinLLM Challenge β final results of the shared task.
- Demos: Plutus-8B (Greek financial chat) Β· FinLLaVA (questions about charts and tables)
π Benchmarks
Multilingual & multimodal
- MultiFinBen β text, OCR and audio tasks in five languages (arXiv:2506.14028)
- ICE-PIXIU Chinese Β· FLARE-ES Spanish Β· Plutus Greek Β· Ebisu Japanese
- FinCriticalED β fact-level OCR of financial documents (arXiv:2511.14998)
Financial NLP, reasoning & risk
- FinBen & PIXIU β holistic English evaluation: extraction, QA, summarization, forecasting, trading (arXiv:2402.12659)
- CALM β credit scoring, fraud, financial distress and claims (arXiv:2310.00566)
- FMD misinformation detection Β· Conv-FinRe conversational recommendation
Filings, XBRL & auditing
- FinTagging β XBRL tagging of financial reports (arXiv:2505.20650)
- FinAuditing β taxonomy-structured, multi-document auditing (arXiv:2510.08886)
Agents & decision-making
- Herculean (arXiv:2605.14355) Β· EnterpriseArena (arXiv:2603.23638) Β· Agent Market Arena (arXiv:2510.11695)
π§ Models
- Fin-o1 / Fino1 β reasoning-enhanced financial LLMs, 8B and 14B (arXiv:2502.08127)
- Open-FinLLMs β FinLLaMA, FinLLaMA-Instruct and the multimodal FinLLaVA (arXiv:2408.11878)
- Plutus-8B β the first Greek financial LLM (arXiv:2502.18772)
- FinSeer & StockLLM β retrieval-augmented time-series forecasting (arXiv:2502.05878)
- FinMA β the original PIXIU instruction-tuned models (arXiv:2306.05443)
β‘ Quick start
Most datasets ask for a short form (name, affiliation, intended use) that is approved automatically. Accept it once on the dataset page, log in, and load:
from datasets import load_dataset
ds = load_dataset("TheFinAI/en-fpb") # FinBen Β· Financial PhraseBank sentiment
Datasets are named {language}-{task} β en-fpb, zh-stocka, es-tsa, gr-qa, jp-icr, multi-β¦ for multilingual β while paper-named benchmarks keep their names (FinCriticalED, Herculean). Old names such as flare-fpb still redirect. Licenses follow the original sources and are stated on every card. To evaluate a model on our tasks, start from FinBen or MultiFinBen.
π€ Community
Website Β· GitHub Β· Discord Β· Google Groups Β· YouTube Β· Google Scholar
Questions about a dataset or model? Open a discussion on its page.
Papers by The Fin AI. Each paper's data, models and demos are in its own collection on this org page.
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AUDITFLOW: Executable Symbolic Environments for Structured Financial Reporting Verification
Paper β’ 2606.03031 β’ Published β’ 5 -
Herculean: An Agentic Benchmark for Financial Intelligence
Paper β’ 2605.14355 β’ Published -
SAHM: A Benchmark for Arabic Financial and Shari'ah-Compliant Reasoning
Paper β’ 2604.19098 β’ Published -
FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks
Paper β’ 2604.10015 β’ Published
Public leaderboards maintained by The Fin AI.
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Open Financial LLM Leaderboard
π8Evaluating LLMs on Multilingual Multimodal Financial Tasks
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Open FinLLM Reasoning Leaderboard
π8Evaluating LLMs on complex financial reasoning (Fino1)
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Open Greek Financial LLM Leaderboard
π10Evaluating LLMs on Greek financial tasks
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IJCAI 2024 FinLLM Leaderboard
π4Final results of the IJCAI 2024 FinLLM Challenge
Papers by The Fin AI. Each paper's data, models and demos are in its own collection on this org page.
-
AUDITFLOW: Executable Symbolic Environments for Structured Financial Reporting Verification
Paper β’ 2606.03031 β’ Published β’ 5 -
Herculean: An Agentic Benchmark for Financial Intelligence
Paper β’ 2605.14355 β’ Published -
SAHM: A Benchmark for Arabic Financial and Shari'ah-Compliant Reasoning
Paper β’ 2604.19098 β’ Published -
FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks
Paper β’ 2604.10015 β’ Published
Public leaderboards maintained by The Fin AI.
-
Open Financial LLM Leaderboard
π8Evaluating LLMs on Multilingual Multimodal Financial Tasks
-
Open FinLLM Reasoning Leaderboard
π8Evaluating LLMs on complex financial reasoning (Fino1)
-
Open Greek Financial LLM Leaderboard
π10Evaluating LLMs on Greek financial tasks
-
IJCAI 2024 FinLLM Leaderboard
π4Final results of the IJCAI 2024 FinLLM Challenge
spaces 12
pinned
Running
8
Open Financial LLM Leaderboard
π
Evaluating LLMs on Multilingual Multimodal Financial Tasks
pinned
Running
10
Open Greek Financial LLM Leaderboard
π
Evaluating LLMs on Greek financial tasks
pinned
Running
4
IJCAI 2024 FinLLM Leaderboard
π
Final results of the IJCAI 2024 FinLLM Challenge
pinned
Running
8
Open FinLLM Reasoning Leaderboard
π
Evaluating LLMs on complex financial reasoning (Fino1)
Running on Zero
Agents
FinLLaVA
π
Ask FinLLaVA about financial charts, tables and scans
models 12
TheFinAI/finma-7b-nlp
Text Generation β’ 7B β’ Updated β’ 6 β’ 7
TheFinAI/finma-7b-full
Text Generation β’ 7B β’ Updated β’ 7 β’ 17
TheFinAI/FinSeer
Image-Text-to-Text β’ 0.1B β’ Updated β’ 71 β’ 2
TheFinAI/StockLLM
Image-Text-to-Text β’ 1B β’ Updated β’ 152 β’ 4
TheFinAI/FinLLaMA-instruct
Text Generation β’ 8B β’ Updated β’ 2 β’ 9
TheFinAI/FinLLaVA
Image-Text-to-Text β’ 8B β’ Updated β’ 32 β’ 25
TheFinAI/FinLLaMA
Text Generation β’ 8B β’ Updated β’ 5
TheFinAI/plutus-8B-instruct
Text Generation β’ 8B β’ Updated β’ 225 β’ 10
TheFinAI/Fino1-14B
Text Generation β’ 15B β’ Updated β’ 73
TheFinAI/Fino1-8B
Text Generation β’ 8B β’ Updated β’ 55 β’ β’ 35
datasets 263
TheFinAI/herculean-runs
Updated β’ 254
TheFinAI/Herculean-post
Viewer β’ Updated β’ 9.23k β’ 26
TheFinAI/jp-te
Viewer β’ Updated β’ 254 β’ 56
TheFinAI/jp-icr
Viewer β’ Updated β’ 303 β’ 79 β’ 1
TheFinAI/en-fintagging-untagged
Updated β’ 50
TheFinAI/en-finmr-sub
Viewer β’ Updated β’ 332 β’ 58
TheFinAI/en-finre-sub
Viewer β’ Updated β’ 440 β’ 45
TheFinAI/en-finsm-sub
Viewer β’ Updated β’ 330 β’ 41
TheFinAI/en-finmr
Viewer β’ Updated β’ 332 β’ 165
TheFinAI/en-finre
Viewer β’ Updated β’ 440 β’ 70