---
license: apache-2.0
tags:
- rth-lm
- zetagrid
- math
- fro
- soul
- language-model
---

# RTH-LM Math 25B - Math v1 Soul

RTH-LM Math 25B is a math-specialized Soul checkpoint for the RTH-LM/ZetaGrid architecture.

This repository contains the Math v1 smoke Soul trained with Fractal Resonant Optimization (FRO) from the Text v2 Soul base.

## Artifact

- `souls/math_v1/MATH_V1_SMOKE.pt`

## Training Summary

- Base Soul: `TEXT_V2_BEST_0p9111.pt`
- Dataset: `math_v1_1gb.bin`
- Mode: `math_v1`
- Rank: 512
- Optimizer: FRO
- Best observed smoke loss: 1.3773 at step 930
- Final smoke step: 1000

## Notes

This is a smoke checkpoint, not a final release checkpoint. It is intended for validation, continuation training, and controlled evaluation.