---
title: "LLMs-from-scratch vs cube-studio"
type: "comparison"
canonical_url: "https://www.graphcanon.com/compare/rasbt-llms-from-scratch-vs-tencentmusic-cube-studio"
tools: ["rasbt-llms-from-scratch", "tencentmusic-cube-studio"]
---

# LLMs-from-scratch vs cube-studio

Neutral, constraint-first comparison with live GitHub stats.

| | [LLMs-from-scratch](/tools/rasbt-llms-from-scratch.md) | [cube-studio](/tools/tencentmusic-cube-studio.md) |
| --- | --- | --- |
| Tagline | Implement a ChatGPT-like LLM in PyTorch from scratch | Cube Studio开源一站式云原生机器学习平台 |
| Stars | 98,715 | 5,066 |
| Forks | 15,148 | 884 |
| Open issues | 4 | 44 |
| Language | Jupyter Notebook | Python |
| License | Other | Other |
| Categories | Model Training, LLM Frameworks | Model Training, Inference & Serving, Developer Tools |

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/graph?tool=rasbt-llms-from-scratch`](/api/graphcanon/graph?tool=rasbt-llms-from-scratch)
- 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/_