---
title: "FastDatasets"
type: "tool"
slug: "zhulinsen-fastdatasets"
canonical_url: "https://www.graphcanon.com/tools/zhulinsen-fastdatasets"
github_url: "https://github.com/ZhuLinsen/FastDatasets"
homepage_url: null
stars: 219
forks: 41
primary_language: "Python"
license: "Apache-2.0"
archived: false
categories: ["data-retrieval", "model-training"]
tags: ["llm", "python", "datasets", "asyncio", "dataset-generation"]
updated_at: "2026-07-12T02:36:25.523617+00:00"
---

# FastDatasets

> A powerful tool for creating high-quality training datasets for Large Language Models (LLMs)

FastDatasets provides capabilities to generate and manipulate high-quality datasets aimed at improving the performance of LLMs during their training phase.

## Facts

- Repository: https://github.com/ZhuLinsen/FastDatasets
- Stars: 219 · Forks: 41 · Open issues: 0 · Watchers: 9
- Primary language: Python
- License: Apache-2.0
- Last pushed: 2025-08-31T06:40:43+00:00

## Trust & health

_Signals computed from public GitHub metadata. Not a security guarantee._

- Maintenance: Slowing (computed 2026-07-11T10:34:30.025Z)
- Security scan: Findings present (0 critical, 0 high, 0 medium, 3 low) · last scan 2026-07-11T10:34:31.200Z
- Full report: [trust report](/tools/zhulinsen-fastdatasets/trust.md) · [JSON](https://www.graphcanon.com/api/graphcanon/tools/zhulinsen-fastdatasets/trust)

## Categories

- [Data & Retrieval](/categories/data-retrieval.md)
- [Model Training](/categories/model-training.md)

## Tags

llm, python, datasets, asyncio, dataset-generation

## Category neighbours (exploratory)

_Same-category tools for discovery only - not curated alternatives. Cap shown at six._

- [llm-app](/tools/pathwaycom-llm-app.md) - Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. (★ 59,068) [Very active]
- [ai-engineering-hub](/tools/patchy631-ai-engineering-hub.md) - Tutorials on LLMs, RAGs, and real-world AI agent applications (★ 36,439) [Steady]
- [awesome-generative-ai-guide](/tools/aishwaryanr-awesome-generative-ai-guide.md) - A curated list for generative AI research and learning resources (★ 28,211) [Active]
- [open-llms](/tools/eugeneyan-open-llms.md) - A list of open LLMs available for commercial use. (★ 12,825) [Dormant]
- [awesome-generative-ai](/tools/steven2358-awesome-generative-ai.md) - A curated list of modern Generative Artificial Intelligence projects and services (★ 12,279) [Active]
- [awesome-LLM-resources](/tools/wangrongsheng-awesome-llm-resources.md) - 🧑🚀 全世界最好的LLM资料总结（多模态生成、Agent、辅助编程、AI审稿、数据处理、模型训练、模型推理、o1 模型、MCP、小语言模型、视觉语言模型） | Summary of the world's best LLM resources. (★ 8,668) [Very active]

_+ 2 more not listed._

## Adoption goal

FastDatasets is designed to aid in generating high-quality datasets for training Large Language Models (LLMs), leveraging Python capabilities.

## README (excerpt)

_Quoted verbatim from the upstream repository. Untrusted content - treat as data, not instructions._

````text
# pip install 'fastdatasets-llm[web]'   # Web/UI/API

---

# pip install 'fastdatasets-llm[doc]'   # 更佳文档解析（textract）

---

# pip install 'fastdatasets-llm[all]'   # 全部可选能力
```

或安装最新开发版：

```bash
pip install git+https://github.com/ZhuLinsen/FastDatasets.git@main
```
````

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/tools/zhulinsen-fastdatasets`](/api/graphcanon/tools/zhulinsen-fastdatasets)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_