---
title: "flash-linear-attention vs LLMs-from-scratch"
type: "comparison"
canonical_url: "https://www.graphcanon.com/compare/fla-org-flash-linear-attention-vs-rasbt-llms-from-scratch"
tools: ["fla-org-flash-linear-attention", "rasbt-llms-from-scratch"]
---

# flash-linear-attention vs LLMs-from-scratch

Neutral, constraint-first comparison with live GitHub stats.

| | [flash-linear-attention](/tools/fla-org-flash-linear-attention.md) | [LLMs-from-scratch](/tools/rasbt-llms-from-scratch.md) |
| --- | --- | --- |
| Tagline | Efficient implementations for emerging model architectures | Implement a ChatGPT-like LLM in PyTorch from scratch |
| Stars | 5,309 | 98,715 |
| Forks | 571 | 15,148 |
| Open issues | 67 | 4 |
| Language | Python | Jupyter Notebook |
| License | MIT | Other |
| Categories | LLM Frameworks | Model Training, LLM Frameworks |

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/graph?tool=fla-org-flash-linear-attention`](/api/graphcanon/graph?tool=fla-org-flash-linear-attention)
- 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/_