datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Personal-Finance-Queries
Dataset Description
A curated collection of Reddit posts and top comments focused on personal finance questions. The data is further filtered with the help of LLM-based Voting scores. These scores determine if the query is relevant to a person's financial queries among the other posts of the subreddits.
Dataset Structure
Columns:
category: The sub-domain of personal finance that the query belongs to.
subreddit: Source subreddit (string, categorical)
query: User’s… See the full description on the dataset page: https://huggingface.co/datasets/Akhil-Theerthala/Personal-Finance-Queries.Kuvera-PersonalFinance-V2.1
Personal Finance Reasoning-V2.1
This dataset is associated with the paper Synthesizing Behaviorally-Grounded Reasoning Chains: A Data-Generation Framework for Personal Finance LLMs.
This is a scaled up version of the PersonalFinance-V2 dataset with some pipeline streamlining done.*
1. Introduction & Motivation
The landscape of financial AI benchmarks is currently dominated by applications in corporate finance, algorithmic trading, and general financial knowledge… See the full description on the dataset page: https://huggingface.co/datasets/Akhil-Theerthala/Kuvera-PersonalFinance-V2.1.PersonalFinance_v2
Personal Finance Reasoning-V2
P.S. This dataset has won the First prize in the Reasoning Datasets Competition, organized by Bespoke Labs, HuggingFace & Together.AI During the months of April-May 2025. More details can be found here.
1. Introduction & Motivation
The landscape of financial AI benchmarks is currently dominated by applications in corporate finance, algorithmic trading, and general financial knowledge extraction. While valuable, these benchmarks often… See the full description on the dataset page: https://huggingface.co/datasets/Akhil-Theerthala/PersonalFinance_v2.PersonalFinance-CoTR-V2-Compact
Personal Finance Reasoning V2 - Compact Edition
This document describes a condensed version of the Personal Finance Reasoning dataset, specifically adapted for training smaller language models (e.g., 1B-4B parameters).
1. Introduction & Motivation
The landscape of financial AI benchmarks is currently dominated by applications in corporate finance, algorithmic trading, and general financial knowledge extraction. While valuable, these benchmarks often overlook the critical… See the full description on the dataset page: https://huggingface.co/datasets/Akhil-Theerthala/PersonalFinance-CoTR-V2-Compact.drtulu_v2_personalfinance
Personal Finance Reasoning-V2.1
This dataset is associated with the paper Synthesizing Behaviorally-Grounded Reasoning Chains: A Data-Generation Framework for Personal Finance LLMs.
This is a scaled up version of the PersonalFinance-V2 dataset with some pipeline streamlining done.*
1. Introduction & Motivation
The landscape of financial AI benchmarks is currently dominated by applications in corporate finance, algorithmic trading, and general financial knowledge… See the full description on the dataset page: https://huggingface.co/datasets/rl-rag/drtulu_v2_personalfinance.personal-finance-chatml-dataset
Bilingual Personal Finance ChatML Dataset (EN/ES)
Dataset Description
This dataset is a professionally curated bilingual (English/Spanish) instruction dataset designed for fine-tuning large language models (LLMs) in the domain of personal finance.
It is structured in ChatML format and intended for supervised fine-tuning (SFT), domain adaptation, and financial instruction modeling.
The dataset is created and reviewed from an accounting perspective, ensuring conceptual… See the full description on the dataset page: https://huggingface.co/datasets/williamjmorenor/personal-finance-chatml-dataset.Personal-Finance-Queries
Dataset Description
A curated collection of Reddit posts and top comments focused on personal finance questions. The data is further filtered with the help of LLM-based Voting scores. These scores determine if the query is relevant to a person's financial queries among the other posts of the subreddits.
Dataset Structure
Columns:
category: The sub-domain of personal finance that the query belongs to.
subreddit: Source subreddit (string, categorical)
query:… See the full description on the dataset page: https://huggingface.co/datasets/idleengine/Personal-Finance-Queries.PersonalFinance-CoTR-5K
PersonalFinance-CoTR Dataset (v0.1.0)
[Dataset is Under Active Development]
Note This dataset is being iteratively developed. At the current stage of the dataset, V0.1.0 would be a dataset of ~5k datapoints, that are different user-responses.
Overview
A growing dataset of Chain-of-Thought Responses to personal finance queries asked by users on r/PersonalFinance subreddit.
Status: Early development (10 samples → expanding to 54k)
Dataset Details… See the full description on the dataset page: https://huggingface.co/datasets/Akhil-Theerthala/PersonalFinance-CoTR-5K.personal-finance-advice-qa
Personal Finance Advice QA
Real personal-finance questions with concise, actionable answers. Built for the
Adaption Labs AutoScientist Challenge (Personal Finance category).
Rows
3,805
Distinct answers
3,805 (100%)
Duplicate questions
none
Nulls
none
Question length
median 70 words
Answer length
median 77 words (max 95)
Licence
MIT
Category coverage
Questions come from r/personalfinance and r/FinancialPlanning, so they are real… See the full description on the dataset page: https://huggingface.co/datasets/flamiinngo/personal-finance-advice-qa.personal-finance-africa
Personal Finance — African Context Dataset
Instruction-tuning dataset covering African personal finance: mobile money ecosystems (MTN MoMo, Airtel Money, M-Pesa), SACCOs, VSLAs, pension systems (NSSF), taxation (URA, KRA), microfinance, digital lending, insurance, remittances, household budgeting, and investment — grounded via web search and (optionally) local reference documents, generated with gemini-3.1-flash. Focused on financial realities in Uganda, Kenya, Tanzania, Nigeria… See the full description on the dataset page: https://huggingface.co/datasets/gimmy256/personal-finance-africa.