gopesh01/ssc-cgl-typing-final
The gopesh01/ssc-cgl-typing-final is a 3.2 billion parameter Llama-3.2-3b-instruct-unsloth-bnb-4bit model, developed by gopesh01. This model was fine-tuned using Unsloth and Huggingface's TRL library, enabling 2x faster training. It is designed for instruction-following tasks, leveraging its Llama architecture and efficient fine-tuning process.
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Model Overview
The gopesh01/ssc-cgl-typing-final is a 3.2 billion parameter language model, fine-tuned from the unsloth/llama-3.2-3b-instruct-unsloth-bnb-4bit base model. Developed by gopesh01, this model leverages the Llama architecture and has been optimized for efficient training.
Key Characteristics
- Base Model: Fine-tuned from
unsloth/llama-3.2-3b-instruct-unsloth-bnb-4bit. - Parameter Count: Features 3.2 billion parameters, offering a balance between performance and computational efficiency.
- Training Efficiency: The model was trained significantly faster (2x) using Unsloth and Huggingface's TRL library, indicating an optimized fine-tuning process.
- License: Distributed under the Apache-2.0 license.
Potential Use Cases
This model is suitable for various instruction-following tasks, particularly where a smaller, efficiently trained Llama-based model is beneficial. Its optimized training suggests it could be a good candidate for applications requiring rapid iteration or deployment on resource-constrained environments.