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---
base_model: unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit
language:
- en
- de
license: apache-2.0
tags:
- text-generation-inference
- transformers
- unsloth
- llama
- trl
- machine-translation
- historical-language
- early-modern-german
- legal-texts
- economic-history
- open-source
---
# Early Modern Bohemian German to English Translation Model
## Overview
This model translates from Early Modern Bohemian German (EMBG) to English. 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.
### Key Features
- **Base Model**: `unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit`
- **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.
- **Languages Supported**:
- Source: Early Modern Bohemian German (EMBG)
- Target: English
- **Dataset**: Legal court records, manually transcribed and translated over five years. The dataset will be published in an upcoming ACL paper.
### Use Cases
- Research in economic history and legal studies.
- Exploration of historical dialects and their nuances.
- Applications in language revitalisation and historical text analysis. |