gururise/AlpacaDataCleaned resource

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1606 stars · 158 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A cleaned and curated version of the Stanford Alpaca instruction-tuning dataset used to train the Alpaca LLM. It fixes quality issues in the GPT-3-generated original data and provides benchmark comparisons showing improved fine-tuning results.

Use cases

• fine-tune a llama model with cleaner instruction data
• get a better alpaca dataset than the original stanford one
• improve lora fine-tuning loss curves
• download cleaned instruction tuning data for 7b models
• compare fine-tuning datasets by benchmark results
• train an alpaca-style chatbot on curated data

When to choose

• you are fine-tuning LLaMA-family models with LoRA and want higher-quality instruction data
• you saw poor results or loss curves with the original Alpaca dataset
• you want benchmarked evidence that a dataset improves model performance

When to avoid

• you need a large-scale modern instruction dataset rather than a cleaned 2023-era one
• you are not doing LLM fine-tuning
• you need multilingual instruction data

Facets

dataset · maturity maintenance

machine-learning data-science etl large-language-models machine-learning python alpaca llm-training-data instruction-tuning data-cleaning lora fine-tuning natural-language-processing

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For agents

markdown · JSON · MCP: product_card(name="gururise/AlpacaDataCleaned")