# Arch

- [Supplementary Material Implementation and Experiments for GAU-based Model](https://doraemonzzz.gitbook.io/transformer_evolution_paper/arch/001.md)
- [MetaFormer is Actually What You Need for Vision](https://doraemonzzz.gitbook.io/transformer_evolution_paper/arch/002.md)
- [Deeper vs Wider A Revisit of Transformer Configuration](https://doraemonzzz.gitbook.io/transformer_evolution_paper/arch/003.md)
- [Perceiver General Perception with Iterative Attention](https://doraemonzzz.gitbook.io/transformer_evolution_paper/arch/004.md)
- [General-purpose, long-context autoregressive modeling with Perceiver AR](https://doraemonzzz.gitbook.io/transformer_evolution_paper/arch/005.md)
- [Hierarchical Transformers Are More Efficient Language Models](https://doraemonzzz.gitbook.io/transformer_evolution_paper/arch/006.md)
- [Branchformer: Parallel MLP-Attention Architectures to Capture Local and Global Context for Speech Recognition and Understanding](https://doraemonzzz.gitbook.io/transformer_evolution_paper/arch/007.md)
- [Generalization through Memorization: Nearest Neighbor Language Models](https://doraemonzzz.gitbook.io/transformer_evolution_paper/arch/008.md)


---

# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://doraemonzzz.gitbook.io/transformer_evolution_paper/arch.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
