Silicon-Maid-7B
| Property | Value |
|---|---|
| Base Model | Mistral-7B-v0.1 |
| License | CC-BY-4.0 |
| Language | English |
| MT-Bench Score | 7.96 |
What is Silicon-Maid-7B?
Silicon-Maid-7B is an advanced language model specifically designed for roleplay (RP) and creative text generation. Built on the Mistral-7B architecture, it combines the capabilities of xDAN-L1-Chat-RL-v1 and loyal-piano-m7 to create a model that excels in following character cards while maintaining high creative output quality.
Implementation Details
The model utilizes a DARE-TIE merger methodology, combining multiple models with specific weights: xDAN-L1-Chat-RL-v1 (0.4), loyal-piano-m7 (0.3), and several other models at 0.2 weight each. It implements an Alpaca prompt template and supports bfloat16 precision.
- Achieves impressive MT-Bench average turn score of 7.96
- Utilizes advanced model merging techniques
- Implements int8 masking for optimization
- Supports both general use and specialized RP scenarios
Core Capabilities
- Superior roleplay performance and character adherence
- Strong creative text generation abilities
- High performance on general benchmarks (56.45 average across multiple tests)
- Efficient response generation with customizable parameters
Frequently Asked Questions
Q: What makes this model unique?
The model stands out for its exceptional balance between strong MT-Bench performance (7.96) and creative capabilities, making it particularly effective for roleplay scenarios while maintaining general-purpose utility.
Q: What are the recommended use cases?
Silicon-Maid-7B is optimized for roleplay interactions, creative writing, and general text generation tasks. It performs particularly well with character-based interactions and creative scenarios while maintaining strong general knowledge capabilities.
