DeepHermes-3-Llama-3-8B-Preview
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Deephermes 3 Llama 3 8B Preview
Overview :
DeepHermes 3 is an advanced language model developed by NousResearch, designed to enhance answer accuracy through systematic reasoning. It supports both a reasoning mode and a regular response mode, which users can switch between using system prompts. This model excels in multi-turn conversations, role-playing, and reasoning tasks, aiming to provide users with more powerful and flexible language generation capabilities. The model is fine-tuned based on Llama-3.1-8B, has 8.03 billion parameters, and supports a variety of application scenarios, such as reasoning, dialogue, and function calling.
Target Users :
This model is suitable for users who require efficient language generation and reasoning capabilities, such as researchers, developers, and businesses. It is particularly well-suited for scenarios that involve handling complex problems or require flexible language interaction.
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Use Cases
Solve complex mathematical problems in reasoning mode, improving accuracy through long-chain thinking.
Engage in everyday conversations or generate creative text in non-reasoning mode.
Obtain stock data via function calls and generate natural language analysis reports.
Features
Supports long-chain reasoning: Activate a deep thinking mode through system prompts to enhance the ability to solve complex problems.
Possesses multi-turn dialogue capabilities: Maintains contextual coherence throughout the conversation.
Supports function calling: Can parse and execute external functions through a specific prompt format.
Provides structured output: Can generate standardized responses based on JSON schemas.
Supports a variety of language generation tasks: Includes text generation, dialogue, and more.
Possesses role-playing capabilities: Can play different roles for conversation based on user requirements.
Supports quantized versions: Allows for efficient operation on different hardware.
How to Use
1. Visit the Hugging Face website and load the DeepHermes-3-Llama-3-8B-Preview model.
2. Select either the reasoning mode or the regular mode based on your requirements. Switch between modes via system prompts.
3. Input your question or instruction, and the model will generate a corresponding answer or perform the task.
4. For complex problems, increase the number of generation tokens to support long-chain reasoning.
5. When using function calling, provide the function signature and parameters in the specified format.
6. Parse the response generated by the model and further process or display the results as needed.
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