Dolphin3.0-Qwen2.5-0.5B
| Property | Value |
|---|---|
| Model Size | 500M parameters |
| Base Architecture | Qwen 2.5 |
| Author | cognitivecomputations |
| Model URL | HuggingFace |
What is Dolphin3.0-Qwen2.5-0.5B?
Dolphin3.0-Qwen2.5-0.5B is part of the Dolphin 3.0 collection, designed as an ultimate general-purpose local AI model. It's built on the Qwen 2.5 architecture and optimized for coding, mathematics, agentic behavior, and function calling capabilities. Unlike cloud-based solutions, it gives complete control to the system owner for customizing system prompts and alignment.
Implementation Details
The model implements ChatML format for interactions and allows extensive customization through system prompts. It can be deployed using various frameworks including ollama, LM Studio, HuggingFace Transformers, vllm, sglang, and tgi.
- Fully customizable system prompts for behavior control
- ChatML-based interaction format
- Local deployment options for data privacy
- Trained on diverse datasets including OpenCoder-LLM, orca-math, and hermes-function-calling
Core Capabilities
- General-purpose conversational AI
- Advanced coding assistance
- Mathematical problem solving
- Function calling capabilities
- Customizable alignment and ethics
Frequently Asked Questions
Q: What makes this model unique?
Unlike cloud-based models, Dolphin3.0 gives complete control to the user over system prompts, alignment, and data privacy. It's designed for local deployment while maintaining powerful capabilities in coding, math, and general assistance.
Q: What are the recommended use cases?
The model excels in coding assistance, mathematical problem-solving, function calling, and general conversational AI tasks. It's particularly suitable for businesses wanting to maintain control over their AI implementation without relying on cloud services.
