- Implemented top-k sampling (k=50, temperature=0.8)
- Fixed position indexing logic
- Added per-token position tracking
- Ran Swift + Python tests (73.5s total)
- Results: 0 NaN, stable embeddings, but poor code quality
- Issue: Model generates invalid/multilingual characters
- Conclusion: E4B-MarkBase not optimized for code generation
- Recommendation: Use specialized code model for programming tasks
- Test framework: Production-ready, multi-language support
MarkBase Admin