Datasets:
Tasks:
Text Generation
Modalities:
Text
Formats:
parquet
Languages:
English
Size:
10K - 100K
License:
Update README.md
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README.md
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# Deterministic Synthetic Python Logic & Assertion Dataset
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A high-entropy, 100% syntactically verified synthetic dataset of Python conditional logic, multi-variable state mutations, and ground-truth unit test assertions.
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## Dataset Overview
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- **Rows:** 10,000 verified execution pairs
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- **Format:** Apache Parquet (Snappy Compressed)
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- **Zero Hallucination:** Every function includes closed-form deterministic unit test assertions.
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- **Purpose:** Designed to fine-tune code LLMs on multi-variable boundary reasoning and execution state tracking.
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## Schema
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| Column | Type | Description |
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# Deterministic Synthetic Python Logic & Assertion Dataset
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> ⚡ **Full Production Release Available:** Looking for commercial licensing or larger training volume?
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> 📦 **[Download the Full 100,000 Verified Dataset (.Parquet + .JSONL) with Commercial Rights →](https://buy.polar.sh/polar_cl_mJTc4TkjMmibI1h1DxoQaiDWf4Pu8NKAxYIG93QXYB0)**
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---
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A high-entropy, 100% syntactically verified synthetic dataset of Python conditional logic, multi-variable state mutations, and ground-truth unit test assertions.
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## Dataset Overview
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- **Rows (Free Preview):** 10,000 verified execution pairs
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- **Full Commercial Corpus:** 100,000 samples (Dual Parquet + JSONL)
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- **Format:** Apache Parquet (Snappy Compressed)
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- **Zero Hallucination:** Every function includes closed-form deterministic unit test assertions.
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- **Purpose:** Designed to fine-tune code LLMs on multi-variable boundary reasoning and execution state tracking.
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## Commercial vs. Research Access
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| Feature | 10k Hugging Face Sample | 100k Full Production Corpus |
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| :--- | :--- | :--- |
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| **Sample Count** | 10,000 rows | 100,000 rows |
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| **Formats Included** | `.parquet` | `.parquet` + `.jsonl` |
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| **Algorithmic Variety** | Baseline relational logic | 4 Distinct Algorithmic Templates |
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| **License** | CC-BY-NC 4.0 (Non-Commercial) | **Full Commercial License** |
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| **Access** | Free Download | **[Purchase ($24) →](https://buy.polar.sh/polar_cl_mJTc4TkjMmibI1h1DxoQaiDWf4Pu8NKAxYIG93QXYB0)** |
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## Schema
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| Column | Type | Description |
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