---
title: "lmms-eval vs transformers"
type: "comparison"
canonical_url: "https://www.graphcanon.com/compare/evolvinglmms-lab-lmms-eval-vs-huggingface-transformers"
tools: ["evolvinglmms-lab-lmms-eval", "huggingface-transformers"]
---

# lmms-eval vs transformers

Neutral, constraint-first comparison with live GitHub stats.

| | [lmms-eval](/tools/evolvinglmms-lab-lmms-eval.md) | [transformers](/tools/huggingface-transformers.md) |
| --- | --- | --- |
| Tagline | One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasks | 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models |
| Stars | 4,290 | 162,350 |
| Forks | 613 | 33,811 |
| Open issues | 43 | 2,457 |
| Language | Python | Python |
| License | Other | Apache-2.0 |
| Categories | Evaluation & Observability | Model Training, Data & Retrieval, LLM Frameworks |

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/graph?tool=evolvinglmms-lab-lmms-eval`](/api/graphcanon/graph?tool=evolvinglmms-lab-lmms-eval)
- 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/_