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--- |
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base_model: unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit |
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language: |
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- en |
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license: mit |
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tags: |
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- text-generation-inference |
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- transformers |
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- unsloth |
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- llama |
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- trl |
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- sft |
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datasets: |
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- ai-maker-space/acronyms_and_initialisms_translated |
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library_name: transformers |
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--- |
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## Overview |
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This model is a fine-tuned version of the **Meta LLaMA 3.1 8B Instruct** model. |
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It has been fine-tuned using the [Unsloth library](https://huggingface.co/unsloth) with **4-bit quantization** for efficient inference and deployment. |
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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. |
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It can be easily deployed in low-resource environments thanks to the 4-bit quantization. |
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# Uploaded model |
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- **Developed by:** vhab10 |
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- **License:** apache-2.0 |
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- **Finetuned from model :** unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit |
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This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library. |
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[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth) |
