---
title: Token Routing Interactive Paper
emoji: 🧭
colorFrom: purple
colorTo: green
sdk: static
app_file: index.html
pinned: false
license: apache-2.0
short_description: Interactive report for the final TR-HASH-0.5B.
---

# TR-HASH-0.5B — Interactive Architecture Report

Interactive companion for the final **TR-HASH-0.5B** research checkpoint.

The Space provides:

- an architecture explorer for the shared SwiGLU and fixed top-2 residual path;
- checkpoint-derived tokenizer IDs and expert assignments for selected tokens;
- the recorded 20B-token pretraining and one-epoch SFT diagnostics;
- live chat generation from `Pacific-i64/TR-HASH-MOE-500M-HF`.

Its metrics describe only the final 492.1M model. They are training
diagnostics, not a dense-baseline comparison or a general-capability benchmark.

## Sources

- [TR-HASH-MOE-500M-HF](https://huggingface.co/Pacific-i64/TR-HASH-MOE-500M-HF)
- [Training framework](https://github.com/Complexity-ML/complexity-framework)
- [vllm-i64](https://github.com/Complexity-ML/vllm-i64)