Athenarabetaathenara:~$ registry bench benchmarks/pixiu-flare
PIXIU / FLARE
An open-source financial LLM resource bundling the FinMA instruction-tuned models, a 136K-sample instruction dataset, and the FLARE evaluation benchmark.
added 2026-08-15 · MIT · external
$ git clone https://github.com/The-FinAI/PIXIUcollected 7 task environments pixiu-flare::sentiment-analysis pixiu-flare::classification pixiu-flare::knowledge-extraction pixiu-flare::numerical-reasoning pixiu-flare::summarization pixiu-flare::credit-scoring pixiu-flare::forecasting
PIXIU released the first open financial LLM suite in three parts: FinMA, LLaMA-based models fine-tuned on financial instructions; FIT, an instruction dataset of 136K samples covering multiple financial tasks and document types; and FLARE, the evaluation benchmark that originally spanned five financial NLP tasks plus a prediction task over nine datasets (arXiv:2306.05443).
FLARE has since grown into the FinBen evaluation suite (42 datasets spanning 24 tasks, see the FinBen entry) with a public leaderboard; English, Spanish, and Chinese are covered. Models and evaluation datasets are published on Hugging Face under The FinAI organization.
trading [●●···] basic ai [●●●●·] advanced programming [●●●··] moderate setup [●●●··] moderate
athenara:~$