---
license: mit
language:
- en
task_categories:
- text-generation
tags:
- math
- tool-use
- supervised-fine-tuning
configs:
- config_name: default
  data_files:
  - split: train
    path: sft_math_tir.json
---

# sft_math_tir

The **30,438-example** mathematical tool-integrated reasoning SFT file used by
the Trace-OPSD project's [SFT-Qwen2.5-3B](https://huggingface.co/BitZone910/SFT-Qwen2.5-3B).

Each record follows the Alpaca/LlamaFactory format:

| Field | Type | Meaning |
|---|---|---|
| `instruction` | string | Tool-use/system instruction |
| `input` | string | Mathematical problem |
| `output` | string | Demonstration with reasoning, tool actions/feedback, and answer |

```python
from datasets import load_dataset

data = load_dataset("BitZone910/sft_math_tir", split="train")
```

To use the downloaded JSON with LlamaFactory, register `sft_math_tir.json` as an
Alpaca-format dataset in that installation's `dataset_info.json`. 

## Source and license

Adapted from the 
[Tool-Star-SFT-54K dataset](https://huggingface.co/datasets/dongguanting/Tool-Star-SFT-54K),
whose dataset card declares MIT. The original Tool-Star authors retain their
attribution.