Phi 3 Mini 4k Instruct Bnb 4bit
The 4-bit quantization version of Phi-3-mini-4k-instruct, quantized using the bitsandbytes tool, is designed specifically for fine-tuning.
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Release Time : 4/23/2024
Model Overview
This model is a quantized version of Microsoft Phi-3-mini-4k-instruct, mainly used for text generation tasks and is particularly suitable for fine-tuning in resource-constrained environments.
Model Features
4-bit quantization
Perform 4-bit quantization using the bitsandbytes tool, significantly reducing the model size and memory usage
Fine-tuning optimization
Designed specifically for fine-tuning tasks and suitable for model adjustment in resource-limited environments
Efficient inference
The quantized model maintains high inference efficiency and is suitable for deployment in various hardware environments
Model Capabilities
Text generation
Instruction following
Dialogue system
Use Cases
Dialogue system
Intelligent assistant
Build a resource-efficient dialogue assistant
Content generation
Text creation
Generate various types of text content
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