Datasets:
annotations_creators: []
language:
- en
language_creators: []
license: []
multilinguality:
- monolingual
pretty_name: adaption-finance_advisory_reasoning
size_categories:
- 10K<n<100K
source_datasets:
- original
tags:
- adaption
- instruction-tuning
- corporate-business
- market-analysis
task_categories: []
task_ids: []
This dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-finance_advisory_reasoning
This dataset contains expert-level financial advisory scenarios across equity research, distressed debt, M&A, and valuation, paired with detailed step-by-step reasoning traces and final recommendations. Each sample presents a specific client problem followed by a structured analytical breakdown that identifies critical markers, validates assumptions, and synthesizes a professional conclusion. The content covers diverse sectors including retail, biotech, real estate, and software, demonstrating rigorous methodology for investment banking and private equity decision-making.
Dataset size
There are 24,097 data points in this dataset. This is an instruction tuning dataset.
Quality of Remastered Dataset
The final quality is A, with a relative quality improvement of 11.1%.
Domain
- Corporate-business (90%)
- Market-analysis (10%)
Language
- English (100%)
Tone
- Analytical (80%)
- Professional (20%)
Evaluation Results
Quality Gains:
Grade Improvement:
Percentile Chart:
