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--- |
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base_model: unsloth/gemma-2-2b-it-bnb-4bit |
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language: |
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- en |
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- de |
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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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- machine-translation |
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- historical-language |
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- early-modern-german |
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- legal-texts |
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- economic-history |
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- open-source |
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--- |
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# English to Early Modern Bohemian German Translation Model |
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## Overview |
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This model translates from English to Early Modern Bohemian German (EMBG). It was fine-tuned using LoRA on a unique historical dataset of 3,873 paragraph-level translation pairs sourced from legal court records. The dataset was meticulously transcribed and translated by the Chichele Professor of Economic History, **Sheilagh Ogilvie**, from All Souls College, University of Oxford. |
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### Key Features |
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- **Base Model**: `unsloth/gemma-2-2b-it-bnb-4bit` |
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- **Fine-Tuning**: Performed using [LoRA](https://arxiv.org/abs/2106.09685) and [Unsloth](https://github.com/unslothai/unsloth), leveraging Hugging Face's [Transformers](https://github.com/huggingface/transformers) and [TRL](https://github.com/huggingface/trl) libraries. |
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- **Languages Supported**: |
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- Source: English |
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- Target: Early Modern Bohemian German (EMBG) |
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- **Dataset**: Legal court records, manually transcribed and translated over five years. The dataset will be published in an upcoming ACL paper. |
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### Use Cases |
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- Research in economic history and legal studies. |
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- Exploration of historical dialects and their nuances. |
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- Applications in language revitalisation and historical text analysis. |
