| Property | Value |
|---|---|
| Parameter Count | 12.2B |
| Model Type | Text Generation, Conversational |
| Architecture | Mistral-Nemo-based |
| License | Apache-2.0 |
| Tensor Type | BF16 |
What is fusion-guide-12b-0.1?
fusion-guide-12b-0.1 is an innovative AI reasoning system that implements a unique two-model approach to problem-solving. Built on the Mistral-Nemo 12B architecture, it consists of a "Guide" model that creates structured step-by-step plans, followed by a "Response" model that executes these plans to generate comprehensive solutions.
Implementation Details
The model is fine-tuned on a specialized dataset comprising 90% English and 10% German task-based prompts. It utilizes a distinctive prompt format requiring guidance_prompt tags and can be deployed using vLLM and other Mistral-Nemo-compatible inference engines.
- Custom two-model architecture for enhanced reasoning
- Supports up to 8192 sequence length
- Compatible with unsloth for optimized inference
- Specialized prompt formatting requirements
Core Capabilities
- Step-by-step problem decomposition
- Advanced reasoning for complex tasks
- Handling of ambiguous situations
- Bilingual support (English and German)
- Structured guidance generation
Frequently Asked Questions
Q: What makes this model unique?
The model's distinctive feature is its two-model approach, where a Guide model creates a structured plan that is then executed by a Response model, leading to more systematic and reliable problem-solving capabilities.
Q: What are the recommended use cases?
The model excels in scenarios requiring structured problem-solving, step-by-step guidance, and handling complex or ambiguous tasks. It's particularly useful for educational contexts, programming tasks, and situations requiring detailed reasoning.