Llama-3-8B-Instruct-v0.10-GGUF
| Property | Value |
|---|---|
| Parameter Count | 8.03B |
| Model Type | Instruction-tuned Language Model |
| Format | GGUF |
| Author | MaziyarPanahi |
| Downloads | 1.78M+ |
What is Llama-3-8B-Instruct-v0.10-GGUF?
This is a GGUF-formatted version of the LLaMA-3 8B instruction model, specifically optimized for efficient local deployment. The model supports multiple quantization levels from 2-bit to 8-bit precision, allowing users to balance performance and resource requirements based on their needs.
Implementation Details
The model leverages the GGUF format, which replaced the older GGML format in August 2023. It's designed for optimal performance with various client applications and libraries, including llama.cpp, LM Studio, and text-generation-webui.
- Supports multiple quantization levels (2-bit to 8-bit)
- Compatible with GPU acceleration
- Optimized for conversational and instruction-following tasks
- Implements the latest LLaMA-3 architecture improvements
Core Capabilities
- Text generation and completion
- Instruction following
- Conversational AI applications
- Local deployment with minimal resource requirements
- Cross-platform compatibility
Frequently Asked Questions
Q: What makes this model unique?
The model combines the powerful LLaMA-3 architecture with the efficient GGUF format, offering flexible quantization options that make it suitable for various hardware configurations and use cases.
Q: What are the recommended use cases?
This model is ideal for developers and researchers who need a locally deployable language model for conversational AI, text generation, and instruction-following tasks. It's particularly suitable for applications requiring a balance between performance and resource efficiency.
