--- base_model: unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit language: - en license: mit tags: - text-generation-inference - transformers - unsloth - llama - trl - sft datasets: - ai-maker-space/acronyms_and_initialisms_translated library_name: transformers --- ## Overview This model is a fine-tuned version of the **Meta LLaMA 3.1 8B Instruct** model. It has been fine-tuned using the [Unsloth library](https://huggingface.co/unsloth) with **4-bit quantization** for efficient inference and deployment. The fine-tuning process utilized a synthetic dataset from **@AI Maker Space** consisting of acronyms and their expanded forms in English and was performed using the LoRA (Low-Rank Adaptation) technique, specifically designed for instruction-based tasks. It can be easily deployed in low-resource environments thanks to the 4-bit quantization. # Uploaded model - **Developed by:** vhab10 - **License:** apache-2.0 - **Finetuned from model :** unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library. [](https://github.com/unslothai/unsloth)