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Fun with Large Models
Fun with Large Models
Mar 8, 2026 · Artificial Intelligence

EasyDataset: End-to-End Guide for Generating QA Datasets for LLM Fine‑Tuning

This article walks through the complete workflow of using EasyDataset to create high‑quality question‑answer pairs for supervised fine‑tuning, covering question generation (single and batch), three generation algorithms, answer generation (including chain‑of‑thought and multi‑turn dialogue), a hybrid quality‑assessment pipeline, and export to Alpaca or ShareGPT formats.

Alpaca formatData qualityEasyDataset
0 likes · 18 min read
EasyDataset: End-to-End Guide for Generating QA Datasets for LLM Fine‑Tuning
Fun with Large Models
Fun with Large Models
Feb 27, 2026 · Artificial Intelligence

Step‑by‑Step EasyDataset Workflow for Building High‑Quality LLM Training Data

This guide walks readers through installing EasyDataset, creating a project, uploading documents, choosing appropriate chunking strategies, cleaning the data, generating domain tag trees, and exporting a polished pre‑training dataset, with concrete examples, configuration screenshots, and practical recommendations for each step.

AI modelEasyDatasetLLM data preparation
0 likes · 20 min read
Step‑by‑Step EasyDataset Workflow for Building High‑Quality LLM Training Data