datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
fiqa-personal-finance-datasetPersonal-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.personal_finance_v0.2
Dataset Card for "personal_finance_v0.2"
More Information needed
fiqa-personal-finance-dataset
Personal Finance QA Dataset
Overview
Welcome to the Personal Finance QA Dataset! This collection consists of question-answer pairs curated to address various aspects of personal finance. Whether you're diving into budgeting, exploring investment strategies, or navigating credit decisions, this dataset provides a valuable resource for understanding key concepts in personal finance.
Features
Input: Questions related to personal finance.
Output: Corresponding… See the full description on the dataset page: https://huggingface.co/datasets/bilalRahib/fiqa-personal-finance-dataset.personal_finance_v0.2personal-finance-adaptive-autoscientist-v2
Personal-Finance — Reasoning-Augmented (AutoScientist Part 2)
Adaption-enhanced with reasoning traces + expert blueprint. 2000 rows.
Quality: 5.0 -> 9.0 (grade C->A), 80.0% improvement, top-third percentile (33.0).
Adaption dataset ID: 24d17154-35a8-4dee-9d8c-ec2a7c45cb5f. Category: Personal-Finance.
personal_finance_v0.2
Dataset Card for "personal_finance_v0.2"
More Information needed
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-DataPersonal-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.personal_finance_question_answerpersonalfinance-gpt-oss-120b
personalfinance-gpt-oss-120b
Deep research agent evaluation on data/drtulu_personalfinance.jsonl (normal split).
Results
Metric
Value
pass@4
0.0%
avg@4
0.0%
Trajectory accuracy
0.0% (0/18772)
Questions
4693
Trajectories
18772 (4 per question)
Avg tool calls
15.7
Full conversations
✅
Model & Setup
Model
gpt-oss-120b
Judge
gpt-4o
Max tool calls
50
Temperature
0.7
Blocked domains
None
Tool Usage… See the full description on the dataset page: https://huggingface.co/datasets/rl-rag/personalfinance-gpt-oss-120b.adaption-personal-finance-qa
This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform.
adaption-personal_finance_qa
This dataset comprises question-answer pairs addressing diverse personal finance topics such as investing, debt management, and charitable giving. Each entry features a user prompt followed by a detailed, conversational response offering practical financial guidance and analysis. The content is derived from community discussions, providing… See the full description on the dataset page: https://huggingface.co/datasets/Gamestatue/adaption-personal-finance-qa.personal-finance-multilingual-indic
Personal-Finance Query Intent Classification (Hindi/Punjabi)
158 native Hindi/Punjabi text snippets sampled from
ai4bharat/IndicCorpV2
(never translated), filtered for finance-domain keywords, labeled by
AutoScientist's universal_prompt into intent
(loan_inquiry/insurance/fraud_report/savings_scheme/other).
Built without ULCA registration (the originally-planned data source) to
fit the Aug 10 deadline. See the model card at
tojpaj/personal-finance-routing-model
for the honest… See the full description on the dataset page: https://huggingface.co/datasets/tojpaj/personal-finance-multilingual-indic.Kuvera-PersonalFinance-V2.1-instruction-template2
References
You can find the original dataset at Kuvera-PersonalFinance-V2.1. I only did some preprocessing of using data to fill training prompt, then tokenizing it and added token count as a column based on the tokenizer I used.
Chat Template or Conversation Format Training Prompt
[
{
"role": "system",
"content": "You are a financial assistant specializing in personal financial advice. When asked to categorize, respond with only the category. When asked to analyze… See the full description on the dataset page: https://huggingface.co/datasets/Mariam23232/Kuvera-PersonalFinance-V2.1-instruction-template2.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.PersonalFinanceadaption-personal-finance-advice-dialogues
This dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-personal_finance_advice_dialogues
This dataset contains multi-turn conversational samples between users and an AI assistant focused on personal finance topics such as budgeting, investing, insurance, and taxes. Each entry follows a pattern where a user presents an initial scenario, provides an update with new constraints or events, and receives tailored financial advice that adapts… See the full description on the dataset page: https://huggingface.co/datasets/Azfarhashmi/adaption-personal-finance-advice-dialogues.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_FinanceDatasetpersonal-finance-adaptive-autoscientist
Personal-Finance — Adaptive Data (AutoScientist Challenge, Part 2)
A personal-finance instruction dataset enhanced by the Adaption Adaptive Data API, submitted to
the Personal-Finance category. The scored metric is the dataset quality lift.
Result (Adaption dashboard)
Quality improvement: 82.5% — score 4.0 → 7.3 (grade D->B), 1000 rows.
Enhanced-quality percentile: 24.6 (top quartile of Adaption's reference distribution).
Adaption dataset ID:… See the full description on the dataset page: https://huggingface.co/datasets/Rome-1/personal-finance-adaptive-autoscientist.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.Kuvera-PersonalFinance-V2.1-instruction-template
References
You can find the original dataset at Kuvera-PersonalFinance-V2.1. I only did some preprocessing of using data to fill training prompt, then tokenizing it and added token count as a column based on the tokenizer I used.
Chat Template or Conversation Format Training Prompt
[
{
"role": "system",
"content": """You are a financial assistant specializing in personal financial advice. For each query:
Categorize it appropriately
Provide step-by-step chain of… See the full description on the dataset page: https://huggingface.co/datasets/Mariam23232/Kuvera-PersonalFinance-V2.1-instruction-template.personal-finance-ml-dataset
Personal Finance Dataset – Data Cleaning & EDA
Overview
This project focuses on performing data cleaning, exploratory data analysis (EDA), and outlier detection on a synthetic personal finance dataset from Kaggle.The goal is to understand the dataset, detect patterns, identify anomalies, and prepare the data for further modeling or analysis.
Dataset Description
The dataset contains personal finance information.
Source: Kaggle Personal Finance ML Dataset… See the full description on the dataset page: https://huggingface.co/datasets/asafmak/personal-finance-ml-dataset.personal-finance-ml-dataset
Personal Finance Dataset – Data Cleaning & EDA
Overview
This project focuses on performing data cleaning, exploratory data analysis (EDA), and outlier detection on a synthetic personal finance dataset from Kaggle.The goal is to understand the dataset, detect patterns, identify anomalies, and prepare the data for further modeling or analysis.
Dataset Description
The dataset contains personal finance information.
Source: Kaggle Personal Finance ML… See the full description on the dataset page: https://huggingface.co/datasets/iqramulya/personal-finance-ml-dataset.personal_finance_question_answer_complex