# Dataset Card Template

Use this template for any dataset used to adapt a Gemma 4 12B-it Unified derivative.

## Dataset Summary

```text
Name:
Version:
Owner:
Source URLs:
License:
Redistribution allowed: yes/no
Commercial use allowed: yes/no
```

## Purpose

Describe the benign behavior gap being addressed, for example:

- Reduce false refusals on safe Spanish requests.
- Improve defensive cybersecurity explanations.
- Improve local coding assistance.
- Improve concise legal or medical information with caveats.

## Data Composition

```text
Total examples:
Languages:
Domains:
Synthetic examples:
Human-written examples:
Filtered examples:
```

## Safety and Rights Filters

Confirm:

- No private personal data.
- No copyrighted text without rights.
- No exploit execution instructions.
- No malware creation instructions.
- No credential theft, evasion, or unauthorized access instructions.
- No claims that safety controls were removed.

## Training Use

```text
Training method:
Base model:
Adapter type:
Epochs:
Learning rate:
Hardware:
```

## Evaluation

Include benign false refusal results and basic quality checks.