README.md

---
language: en
license: mit
base_model: BikoRiko/GPT-2.4-High-Pro
tags:
- gpt2
- math
- fine-tuned
- Pro
- Math
pipeline_tag: text-generation
---

# GPT-2.5-Math

GPT-2.5-Math is an upgraded version of **BikoRiko/GPT-2.4-High-Pro**, featuring an expanded architecture and specialized fine-tuning on mathematical reasoning.

## Model Details
- **Architecture:** GPT-2 with 6 additional layers (Total parameters ~0.2B).
- **Training Hardware:** NVIDIA H100 (via Modal.com).
- **Dataset:** 5% subset of `microsoft/orca-math-word-problems-200k`.
- **Objective:** Fine-tuned to solve math word problems and logical queries.

## Performance
The model is trained for mathematical reasoning. While it is a 0.2B parameter model, it demonstrates the beginning of logical grounding for basic word problems.

## Training Details
- **Optimizer:** AdamW
- **Precision:** Mixed Precision (torch.amp)
- **Epochs:** 3
- **Learning Rate:** 5e-5