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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: apache-2.0 |
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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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--- |
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# Uploaded model |
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- **Developed by:** JoeShingleton |
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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 is a fine-tuned Llama-3.1-8b model, trained to do toponym extraction. For a given input text, the model will return all the toponyms (place names) within the text, formatted as: |
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```{'toponyms':['toponym1', 'toponym2',...'toponymN']}``` |
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The model was trained on the LGL, GeoVirus and CoNLL datasets. |
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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) |
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