Datasetpublic

usernamebetter/ornith-coder-sft-v2

ORNITH-CODER-SFT-V1 Coding-specialized SFT dataset. Domain targets math: 25,000 tool_use: 17,000 general_coding: 20,000 agentic_coding: 30,000 reasoning: 15,000 Maximum target: 107,000 examples. Ingestion No datasets.load_dataset() Direct PyArrow Parquet processing Direct remote HTTP JSONL streaming SQLite SHA-256 global deduplication Source-aware schema normalization Hard limits Maximum Parquet file: 1.07 GB Maximum Parquet… See the full description on the dataset page: https://huggingface.co/datasets/usernamebetter/ornith-coder-sft-v2.

sourceHugging Faceupdated 17d agoView on Hugging Face

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Dataset Card

ORNITH-CODER-SFT-V1

Coding-specialized SFT dataset.

Domain targets

—math: 25,000
—tool_use: 17,000
—general_coding: 20,000
—agentic_coding: 30,000
—reasoning: 15,000

Maximum target: 107,000 examples.

Ingestion

—No datasets.load_dataset()
—Direct PyArrow Parquet processing
—Direct remote HTTP JSONL streaming
—SQLite SHA-256 global deduplication
—Source-aware schema normalization

Hard limits

—Maximum Parquet file: 1.07 GB
—Maximum Parquet source download: 3.22 GB
—Maximum remote JSONL stream: 2.15 GB
—Maximum rows/source: 100,000
—Maximum JSONL line: 16.0 MB
—Maximum text parsed at once: 2.0 MB

Final statistics

—Valid examples: 223,000
—Tool examples: 70,781
—Reasoning examples: 93,000
—Final size: 3,468.22 MB