---
title: looped transformer
url: "https://goremy.ai/blog/tag/looped-transformer"
type: keyword
updated: "2026-11-03T23:40:04.998Z"
posts: 4
---

# looped transformer

Posts about looped transformer (4).

## Posts (4)

- [What Is a Looped Transformer? NVIDIA Dory Explained](https://goremy.ai/blog/articles/what-is-looped-transformer-nvidia-dory-explained) (2026-11-03): A looped transformer reruns a shared block of layers per token to gain depth without more weights. Here is how NVIDIA's Dory does it, and what it costs.
- [How Does SenseNova-Loop Get More Depth Without More Parameters?](https://goremy.ai/blog/articles/sensenova-loop-looped-transformer-mhc-explained) (2026-11-03): SenseNova-Loop-9B-Preview reuses 24 layers twice for 56 layer executions from 32 stored layers, with two-stream mHC and 3:1 linear-to-full attention.
- [How Does SenseNova-Loop-9B-Preview's Looped Transformer Work?](https://goremy.ai/blog/articles/sensenova-loop-9b-preview-looped-transformer) (2026-11-03): SenseNova-Loop-9B-Preview reuses 24 layers twice with two-stream mHC and 3:1 hybrid attention: ~9B stored parameters, ~14.6B at inference, 256K context.
- [What Is Recurrent Architecture AI? GPT-6 Astra's Looping Explained](https://goremy.ai/blog/articles/what-is-recurrent-architecture-ai-gpt-6-astra-explained) (2026-09-07): Recurrent depth loops shared transformer layers instead of stacking new ones. Here's how it powers GPT-6 Astra and why it raises governance concerns.