PhotonCPU delta-mem: Training Data for Language Model Reasoning

Kaggle hosts the PhotonCPU delta-mem training data. The dataset description indicates it contains patched source code and the GSM8K training and validation sets. The author, organization, and specific data size are not provided.

Use Cases

• Fine-tuning language models for mathematical problem-solving based on the included GSM8K data.
• Training models on code-related reasoning tasks based on the patched source code component.
• Benchmarking model performance on grade-school math word problems using the GSM8K validation set.
• Developing hybrid training datasets that combine code and natural language text.

Strengths

• Incorporates the established GSM8K benchmark dataset for mathematical reasoning.
• Combines two distinct data types: natural language math problems and source code.

Limitations

• Description metadata is limited; actual data quality requires manual inspection after download.
• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.

Provenance

Source

kaggle

Collection Method

Likely assembled from the GSM8K dataset and custom source code patches.