reasoning-degeneration-dev/sdc-combined-gradient-v1

---
license: mit
tags:
- semantic-distance-coding
- chart
- final
---

# sdc-combined-gradient-v1

Final gradient chart — 15 mainstream + 5 esoteric, all 4 tiers

## Dataset Info

- **Rows**: 1
- **Columns**: 3

## Columns

| Column | Type | Description |
|--------|------|-------------|
| image | Image(mode=None, decode=True) | Chart PNG |
| caption | Value('string') | Description |
| name | Value('string') | Chart ID |

## Generation Parameters

```json
{
"script_name": "final combined",
"model": "gpt-5-2",
"description": "Final gradient chart \u2014 15 mainstream + 5 esoteric, all 4 tiers",
"experiment_id": "semantic-distance-coding",
"artifact_type": "processed_data",
"visualizer_type": "image",
"hyperparameters": {},
"input_datasets": []
}
```

## Experiment Documentation

For complete experiment details, see [https://github.com/Zayne-sprague/SC-Research-Notes/tree/main/experiments/semantic-distance-coding](https://github.com/Zayne-sprague/SC-Research-Notes/tree/main/experiments/semantic-distance-coding)

## Usage

```python
from datasets import load_dataset

dataset = load_dataset("reasoning-degeneration-dev/sdc-combined-gradient-v1", split="train")
print(f"Loaded {len(dataset)} rows")
```

---

*This dataset is tracked in [reasoning-degeneration-dev/PROJECT-MANIFEST](https://huggingface.co/datasets/reasoning-degeneration-dev/PROJECT-MANIFEST)*

---
许可证：MIT协议
标签：
- 语义距离编码（semantic-distance-coding）
- 图表（chart）
- 最终版（final）
---

# sdc-combined-gradient-v1

## 最终梯度图表——涵盖15种主流类型与5种小众类型，覆盖全部4个层级

## 数据集信息

- **行数**：1
- **列数**：3

## 列信息

| 列名 | 数据类型 | 描述 |
|--------|------|-------------|
| image | 图像（Image(mode=None, decode=True)） | 图表PNG文件 |
| caption | 字符串值（Value('string')） | 图表说明文本 |
| name | 字符串值（Value('string')） | 图表标识符（ID） |

## 生成参数

json
{
"script_name": "最终组合",
"model": "gpt-5-2",
"description": "最终梯度图表——涵盖15种主流类型与5种小众类型，覆盖全部4个层级",
"experiment_id": "语义距离编码（semantic-distance-coding）",
"artifact_type": "已处理数据",
"visualizer_type": "图像",
"hyperparameters": {},
"input_datasets": []
}

## 实验文档

如需获取完整实验细节，请访问 [https://github.com/Zayne-sprague/SC-Research-Notes/tree/main/experiments/semantic-distance-coding](https://github.com/Zayne-sprague/SC-Research-Notes/tree/main/experiments/semantic-distance-coding)

## 使用方法

python
from datasets import load_dataset

dataset = load_dataset("reasoning-degeneration-dev/sdc-combined-gradient-v1", split="train")
print(f"已加载 {len(dataset)} 条数据")

---

*本数据集已在 [reasoning-degeneration-dev/PROJECT-MANIFEST](https://huggingface.co/datasets/reasoning-degeneration-dev/PROJECT-MANIFEST) 中完成追踪*