Particula-Finance speaks the language of business. Trained on financial statements, SEC filings, earnings transcripts, and analyst reports, it accurately extracts figures, identifies financial entities, and understands the context that makes financial data meaningful. Essential for automated financial analysis pipelines.
How this model is built
Three engineering choices that make a 7B model outperform 175B generalists on its task.
Filing-Native Training
Pretrained on SEC filings, earnings transcripts, and analyst reports. Financial language is a first-class citizen, not an afterthought.
Numeric Precision
Specialized tokenizer for financial numbers. Reads tables, footnotes, and adjustments without hallucinating figures.
Citation-First Outputs
Every extracted figure carries a source span. Auditable by default, your compliance team can trace every number back to its source line.