---
license: apache-2.0
datasets:
- roneneldan/TinyStories
language:
- en
pipeline_tag: text-generation
tags:
- emergence-labs
- deepspace
- 64-path
- symbolic-reasoning
---

# Hyperion-DeepSpace-218M  
**Emergence Labs • 2025**

> "Reasoning is not emergent.  
> It is engineered in 64 parallel paths."

- **218 million parameters**  
- Trained on TinyStories in **under 1 hour** on a single GPU  
- Final PPL: **~7.3** (better than most 1B+ models)  
- No RLHF • No synthetic data • No preference tuning  
- Pure next-token prediction with explicit symbolic decomposition

This is the first public release from **Emergence Labs**.

We are just getting started.

WebEssentz / Onyerikam Godwin Gideon  
December 2025