Athenarabetaathenara:~$ registry inspect architectures/fingpt
● fingpt — external
FinGPT
An open-source family of financial large language models and fine-tuning pipelines from AI4Finance Foundation, built around low-cost LoRA adaptation of open base models.
added 2026-08-15 · MIT · external
$ git clone https://github.com/AI4Finance-Foundation/FinGPTfingpt ├─ data pipelines ├─ instruction datasets ├─ LoRA fine-tuning recipes └─ trained adapters
FinGPT is a model and tooling suite rather than a trading agent: it provides data pipelines, instruction-tuning datasets, and LoRA fine-tuning recipes for adapting open base models to financial sentiment analysis, relation extraction, named entity recognition, and question answering. Components include FinGPT-Forecaster for stock movement prediction, FinGPT-RAG for retrieval-augmented sentiment analysis, and FinGPT-Benchmark for instruction-tuning evaluation.
The project emphasizes cheap re-tuning to keep pace with changing markets and publishes trained adapters on Hugging Face. Papers: arXiv:2306.06031, arXiv:2306.12659, arXiv:2310.04793.
Categorized as an architecture/framework: it supplies the financial-LLM layer that agents (for example FinRobot) build on, rather than making trading decisions itself.
trading [●●···] basic ai [●●●●·] advanced programming [●●●●·] advanced setup [●●●●·] advanced
athenara:~$