Bespoke Manim: 1,000 Synthetic Math Animation Scripts and Code

A fully synthetic collection of 1,000 math animation video scripts generated by bespokelabs using a pipeline with Curator.LLM() and Curator.CodeExecutor(). Each entry includes a mathematical question, a detailed animation script, and the Manim code required for rendering, with corresponding animations provided for a portion of the entries.

Use Cases

• Training or evaluating code generation models based on the provided Manim code examples.
• Developing educational video content based on the detailed animation scripts.
• Researching synthetic data generation methods for mathematical domains.
• Creating benchmarks for AI systems that translate mathematical concepts into visualizations.

Strengths

• Contains 1,000 fully synthetic entries, providing a controlled data source.
• Entries include three linked components: a math question, an animation script, and executable Manim code.
• A portion of entries have corresponding generated animations, offering a multimodal reference.

Limitations

• Row count and dataset size are unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Data may reflect bias inherent to the synthetic generation pipeline and source models.

Provenance

Source

bespokelabs on Hugging Face

Collection Method

Generated using a curated pipeline leveraging Curator.LLM() and Curator.CodeExecutor().

Time Range

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Freshness

Last updated 2025-02-27 15:02:39; freshness should be verified.

Geography

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