Matrix2-FineTune / README.md
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---
language:
- en
license: apache-2.0
task_categories:
- conversational
- text-generation
tags:
- reasoning
- distillation
- sft
- deepseek
- kimi
- qwen
size_categories:
- 10K<n<100K
---
# distill-sft-26k
A merged SFT dataset of **25,973** high-quality reasoning conversations distilled from three frontier models.
## Source Datasets
| Source | Rows | Reasoning | Domain |
|--------|------|-----------|--------|
| Spakie/DeepSeek-V4-Pro-distilled | 17,670 | No | General |
| trjxter/Kimi-K2.6-Reasoning-3300x-WandB | 3,303 | Yes (all, ``) | General / Science / Math |
| WithinUsAI/Qwen3.7_Max_Thinking_dataset_5K | 5,000 | Yes (all) | Math / Science |
## Format
Standard chat format with optional reasoning:
```json
{
"messages": [
{"role": "user", "content": "..."},
{"role": "assistant", "content": "...", "reasoning_content": "..."}
],
"source": "deepseek_v4_pro | kimi_k2_6 | qwen3_7_max",
"domain": "general | science | math",
"id": "..."
}
```
- `reasoning_content` present on 8,303 rows (32%)
- Shuffled with seed=42
## Loading
```python
from datasets import load_dataset
ds = load_dataset("GenueAI/distill-sft-26k", split="train")
```
## License
Apache 2.0. See source dataset licenses for details.