Formulae/MITA-V1.0-7B is the first-generation MITA model, designed as a general-purpose, uncensored model. This version serves as the foundation for future MoE (Mixture of Experts) developments.
Built using the TIES merging method, MITA-V1.0-7B combines multiple fine-tuned models to create a balanced and robust generalist model.
TIES (Trim, Elect Sign & Merge) is a model merging technique designed to preserve valuable parameters when combining multiple models. Unlike naive merging methods, TIES minimizes parameter interference by:
Resetting parameters that changed minimally during fine-tuning.
Resolving sign conflicts between different models.
Merging only the aligned parameters to ensure stability.
✅ General-Purpose Intelligence – Balanced across multiple tasks.
✅ Uncensored Outputs – Designed for open and unrestricted conversation.
✅ Strong Reasoning – Maintains logical coherence across different domains.
Limitations & Risks
⚠ No Task Specialization – While versatile, it does not excel in any specific domain like coding or math.
⚠ Potential Biases – As an uncensored model, users should verify outputs for accuracy and ethical considerations.
Usage Disclaimer
MITA-V1.0-7B is an experimental foundation model. Users should validate critical outputs, especially for sensitive or factual queries.
Contribute
We welcome contributions, including quantizations, fine-tuning, and further enhancements.
