M4-ai/Hercules-phi-2
TEXT GENERATIONConcurrency Cost:1Model Size:3BQuant:BF16Ctx Length:2kPublished:Apr 14, 2024License:apache-2.0Architecture:Transformer0.0K Open Weights Cold
Hercules-phi-2 by M4-ai is a 3 billion parameter language model fine-tuned on Locutusque's Hercules-v4.5 dataset, building upon the phi-2 architecture. This model is designed for general-purpose assistant tasks, excelling in areas such as math, coding, function calling, and roleplay. With a context length of 2048 tokens, it is suitable for diverse applications requiring robust reasoning and conversational capabilities.
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Hercules-phi-2 Overview
M4-ai's Hercules-phi-2 is a 3 billion parameter language model, fine-tuned from the phi-2 architecture using the comprehensive Locutusque/hercules-v4.5 dataset. This model is developed to serve as a versatile assistant, demonstrating capabilities across a range of tasks.
Key Capabilities
- Mathematical Reasoning: Handles various mathematical problems.
- Coding Assistance: Supports code generation and understanding.
- Function Calling: Capable of interpreting and executing function calls.
- Roleplay Scenarios: Excels in engaging in diverse roleplay interactions.
- General Purpose Assistant: Functions effectively for question answering and chain-of-thought reasoning.
Good for
- General AI Assistants: Ideal for building conversational agents.
- Developer Tools: Useful for integrating coding and function calling features.
- Interactive Applications: Suitable for applications requiring dynamic roleplay or complex reasoning.
- Question Answering Systems: Provides robust responses to a wide array of queries.