February 21, 2026 marks the creation of this dataset by Willy08. It contains 11 carefully selected examples of blind spots discovered while experimenting with the Nanbeige/Nanbeige4-3B-Base model. The examples are deliberately diverse and target real weaknesses that even frontier models showed in 2026.
Use Cases
- Benchmarking model robustness based on identified failure cases
- Developing adversarial test suites based on diverse, real-world weaknesses
- Analyzing specific model blind spots for targeted fine-tuning or safety research
- Comparing model generations against known problematic examples
Strengths
- Contains 11 carefully selected and diverse examples of model weaknesses.
- Examples target real weaknesses observed in a frontier-scale 3-billion-parameter model.
Limitations
- Row count is unknown, which may limit suitability assessment.
- Column-level documentation is absent; field semantics must be inferred after download.
- Dataset size and file formats are unknown.
Provenance
- Source
- Willy08 on Hugging Face
- Collection Method
- Examples discovered while experimenting with the Nanbeige4-3B-Base model in Google Colab.
- Time Range
- Examples created on February 21, 2026.
- Freshness
- Last updated 2026-02-21 22:33:38; freshness should be verified.
- Geography
- null