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  ---
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- dataset_info:
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- features:
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- - name: k
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- dtype: int64
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- - name: r
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- dtype: int64
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- - name: tool
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- dtype: string
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- - name: prompt
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- dtype: string
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- - name: response
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- dtype: string
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- splits:
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- - name: train
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- num_bytes: 1325244
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- num_examples: 8000
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- download_size: 281564
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- dataset_size: 1325244
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- configs:
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- - config_name: default
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- data_files:
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- - split: train
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- path: data/train-*
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  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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+ license: mit
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+ tags:
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+ - grpo-tool-saturation
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+ - sft
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+ - llamafactory-ready
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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+
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+ # grpo-tool-sat-sft-corpus-v1
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+
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+ 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.
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+
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+ ## Dataset Info
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+
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+ - **Rows**: 8000
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+ - **Columns**: 5
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+
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+ ## Columns
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+
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+ | Column | Type | Description |
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+ |--------|------|-------------|
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+ | k | Value('int64') | Key integer in [0, 9999] |
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+ | r | Value('int64') | k mod 3 (0 = M_only, 1 = T_only, 2 = Overlap) |
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+ | tool | Value('string') | Tool used in this demo (map or table) |
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+ | prompt | Value('string') | User-side prompt: Key: <k> |
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+ | response | Value('string') | Target assistant completion: prose + <tool_call> + <observation> + <answer> |
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+
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+ ## Generation Parameters
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+
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+ ```json
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+ {
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+ "script_name": "src/data_gen.py (post-filter)",
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+ "model": "n/a",
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+ "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.",
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+ "hyperparameters": {
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+ "seed": 1,
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+ "overlap_skew_map": 0.6,
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+ "hash_slice": 6
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+ },
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+ "input_datasets": [
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+ "raca-workspace-v1/grpo-tool-sat-dataset-v1"
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+ ]
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+ }
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+ ```
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+
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+ ## Usage
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+
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+ ```python
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+ from datasets import load_dataset
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+
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+ dataset = load_dataset("raca-workspace-v1/grpo-tool-sat-sft-corpus-v1", split="train")
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+ print(f"Loaded {len(dataset)} rows")
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+ ```
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+
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+ ---
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+
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+ *Uploaded via [RACA](https://github.com/Zayne-sprague/Dr-Claude-Code) hf_utility.*