---
license: mit
tags:
- grpo-tool-saturation
- sft
- llamafactory-ready
---

# grpo-tool-sat-sft-corpus-v1

SFT-only view of grpo-tool-sat-dataset-v1. 8000 demonstration rows with prompt/response columns ready for LlamaFactory. Overlap map-fraction 0.594; token-level shuffled across r-classes.

## Dataset Info

- **Rows**: 8000
- **Columns**: 5

## Columns

| Column | Type | Description |
|--------|------|-------------|
| k | Value('int64') | Key integer in [0, 9999] |
| r | Value('int64') | k mod 3 (0 = M_only, 1 = T_only, 2 = Overlap) |
| tool | Value('string') | Tool used in this demo (map or table) |
| prompt | Value('string') | User-side prompt: Key: <k> |
| response | Value('string') | Target assistant completion: prose + <tool_call> + <observation> + <answer> |

## Generation Parameters

```json
{
  "script_name": "src/data_gen.py (post-filter)",
  "model": "n/a",
  "description": "SFT-only view of grpo-tool-sat-dataset-v1. 8000 demonstration rows with prompt/response columns ready for LlamaFactory. Overlap map-fraction 0.594; token-level shuffled across r-classes.",
  "hyperparameters": {
    "seed": 1,
    "overlap_skew_map": 0.6,
    "hash_slice": 6
  },
  "input_datasets": [
    "raca-workspace-v1/grpo-tool-sat-dataset-v1"
  ]
}
```

## Usage

```python
from datasets import load_dataset

dataset = load_dataset("raca-workspace-v1/grpo-tool-sat-sft-corpus-v1", split="train")
print(f"Loaded {len(dataset)} rows")
```

---

*Uploaded via [RACA](https://github.com/Zayne-sprague/Dr-Claude-Code) hf_utility.*