kairawal/Llama-3.2-3B-Instruct-EN-SynthDolly-r16alpha128-E5-S73
The kairawal/Llama-3.2-3B-Instruct-EN-SynthDolly-r16alpha128-E5-S73 is a 3.2 billion parameter instruction-tuned language model developed by kairawal, based on the Llama-3.2 architecture. This model was fine-tuned using Unsloth and Huggingface's TRL library, enabling faster training. It is designed for general instruction-following tasks, leveraging its efficient training methodology for practical applications.
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Model Overview
The kairawal/Llama-3.2-3B-Instruct-EN-SynthDolly-r16alpha128-E5-S73 is a 3.2 billion parameter instruction-tuned language model. Developed by kairawal, it is built upon the Llama-3.2 architecture and has been fine-tuned for enhanced performance.
Key Characteristics
- Base Model: Fine-tuned from
unsloth/llama-3.2-3b-Instruct. - Efficient Training: Utilizes Unsloth and Huggingface's TRL library, resulting in a 2x faster training process.
- Parameter Count: Features 3.2 billion parameters, offering a balance between performance and computational efficiency.
Intended Use Cases
This model is suitable for a variety of instruction-following tasks where a compact yet capable language model is required. Its efficient training makes it a good candidate for applications prioritizing faster deployment and reduced resource consumption.