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

# llm-resource vs LLMs-from-scratch

Neutral, constraint-first comparison with live GitHub stats.

| | [llm-resource](/tools/liguodongiot-llm-resource.md) | [LLMs-from-scratch](/tools/rasbt-llms-from-scratch.md) |
| --- | --- | --- |
| Tagline | LLM全栈优质资源汇总 | Implement a ChatGPT-like LLM in PyTorch from scratch |
| Stars | 723 | 98,715 |
| Forks | 83 | 15,148 |
| Open issues | 0 | 4 |
| Language | Shell | Jupyter Notebook |
| License | Apache-2.0 | Other |
| Categories | Model Training, Inference & Serving, LLM Frameworks | Model Training, LLM Frameworks |

**Typed relationship:** llm-resource _(related)_ LLMs-from-scratch

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/graph?tool=liguodongiot-llm-resource`](/api/graphcanon/graph?tool=liguodongiot-llm-resource)
- 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/_