The-FinAI / PIXIU

What it does

• Open resources. PIXIU openly provides the financial LLM, instruction tuning data, and datasets included in the evaluation benchmark to encourage open research and transparency.
• Multi-task. The instruction tuning data and benchmark in PIXIU cover a diverse set of financial tasks, including four financial NLP tasks and one financial prediction task.
• Multi-modality. PIXIU's instruction tuning data and benchmark consist of multi-modality financial data, including time series data from the stock movement prediction task. It covers various types of financial texts, including reports, news
• Diversity. Unlike previous benchmarks focusing mainly on financial NLP tasks, PIXIU's evaluation benchmark includes critical financial prediction tasks aligned with real-world scenarios, making it more challenging.