WithinUsAI's Elite God Coder 100K dataset provides 100,000 examples intended for supervised fine-tuning of large language models for advanced software development behavior. The dataset is structured as JSONL files, including a training set, validation set, and a 100-example sample. It was last updated on December 30, 2025.
Use Cases
- Supervised fine-tuning of LLMs for code generation based on the dataset's 100,000 examples.
- Training models for advanced software development behavior based on the dataset's intended purpose.
- Instruction or chat-based fine-tuning of LLMs based on the JSONL format described.
- Validation of model performance on software development tasks using the provided validation set.
Strengths
- Contains 100,000 training examples for fine-tuning.
- Includes a validation set and a 100-example sample for inspection.
- Last updated on December 30, 2025.
Limitations
- Column-level documentation is absent; field semantics must be inferred after download.
- Row count is unknown, which may limit suitability assessment.
- Description metadata is limited; actual data quality requires manual inspection after download.
Provenance
- Source
- WithinUsAI
- Freshness
- Last updated 2025-12-30 04:56:03.