Dans-PersonalityEngine-V1.1.0-12b
| Property | Value |
|---|---|
| Base Model | mistralai/Mistral-Nemo-Base-2407 |
| Parameters | 12 billion |
| Context Length | 32,768 tokens |
| License | Apache-2.0 |
| Language | English |
What is Dans-PersonalityEngine-V1.1.0-12b?
Dans-PersonalityEngine is a sophisticated language model built on the Mistral-Nemo architecture, designed to excel in multiple domains including creative writing, roleplay, sentiment analysis, and tool utilization. The model underwent comprehensive training across diverse datasets, including military knowledge, mathematics, programming, and creative writing.
Implementation Details
The model was trained for 2 epochs on an H200 SXM hardware setup, incorporating various specialized datasets like Dans-MemoryCore, Dans-Mathmaxx, and Dans-Codemaxx series. It uses the standard ChatML format for interactions and supports extensive context windows of 32K tokens.
- Optimized temperature setting of 1.0
- TOP_P: 0.95 and MIN_P: 0.05
- Comprehensive training across 20+ specialized datasets
- Integrated military and survival knowledge components
Core Capabilities
- Advanced text generation and creative writing
- Mathematical problem-solving with chain-of-thought reasoning
- Programming and code analysis
- Scientific paper analysis and data preparation
- Interactive fiction and roleplay scenarios
- Tool usage and system operations
Frequently Asked Questions
Q: What makes this model unique?
The model's uniqueness lies in its comprehensive training across diverse domains, from military knowledge to creative writing, making it adaptable for various tasks while maintaining high performance in each area. The integration of specialized datasets for different capabilities sets it apart from general-purpose models.
Q: What are the recommended use cases?
The model excels in creative writing, roleplay scenarios, code analysis, mathematical problem-solving, and data preparation tasks. It's particularly well-suited for applications requiring both technical accuracy and creative expression, such as technical documentation, interactive fiction, or educational content creation.
