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--- |
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license: apache-2.0 |
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datasets: |
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- jed351/cantonese-wikipedia |
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- raptorkwok/cantonese-traditional-chinese-parallel-corpus |
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language: |
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- zh |
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- en |
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pipeline_tag: text-generation |
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tags: |
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- Cantonese |
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- Qwen2 |
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- chat |
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--- |
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# Qwen2-Cantonese-7B-Instruct |
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## Model Overview / 模型概述 |
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Qwen2-Cantonese-7B-Instruct is a Cantonese language model based on Qwen2-7B-Instruct, fine-tuned using LoRA. It aims to enhance Cantonese text generation and comprehension capabilities, supporting various tasks such as dialogue generation, text summarization, and question-answering. |
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Qwen2-Cantonese-7B-Instruct係基於Qwen2-7B-Instruct嘅粵語語言模型，使用LoRA進行微調。 它旨在提高粵語文本的生成和理解能力，支持各種任務，如對話生成、文本摘要和問答。 |
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## Model Features / 模型特性 |
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- **Base Model**: Qwen2-7B-Instruct |
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- **Fine-tuning Method**: LoRA instruction tuning |
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- **Training Steps**: 4572 steps |
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- **Primary Language**: Cantonese / 粵語 |
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- **Datasets**: |
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- [jed351/cantonese-wikipedia](https://huggingface.co/datasets/jed351/cantonese-wikipedia) |
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- [raptorkwok/cantonese-traditional-chinese-parallel-corpus](https://huggingface.co/datasets/raptorkwok/cantonese-traditional-chinese-parallel-corpus) |
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- **Training Tools**: [LLaMA-Factory](https://github.com/hiyouga/LLaMA-Factory) |
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## Quantized Version / 量化版本 |
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A 4-bit quantized version of this model is also available: [qwen2-cantonese-7b-instruct-q4_0.gguf](https://huggingface.co/lordjia/Qwen2-Cantonese-7B-Instruct/blob/main/qwen2-cantonese-7b-instruct-q4_0.gguf). |
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此外，仲提供此模型嘅4位量化版本：[qwen2-cantonese-7b-instruct-q4_0.gguf](https://huggingface.co/lordjia/Qwen2-Cantonese-7B-Instruct/blob/main/qwen2-cantonese-7b-instruct-q4_0.gguf)。 |
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## Alternative Model Recommendations / 備選模型舉薦 |
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For alternatives, consider the following models, both fine-tuned by LordJia on Cantonese language tasks: |
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揾其他嘅話，可以諗下呢啲模型，全部都係LordJia用廣東話嘅工作調教好嘅： |
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1. [Llama-3-Cantonese-8B-Instruct](https://huggingface.co/lordjia/Llama-3-Cantonese-8B-Instruct) based on Meta-Llama-3-8B-Instruct. |
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2. [Llama-3.1-Cantonese-8B-Instruct](https://huggingface.co/lordjia/Llama-3.1-Cantonese-8B-Instruct) based on Meta-Llama-3.1-8B-Instruct. |
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## License / 許可證 |
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This model is licensed under the Apache 2.0 license. Please review the terms before use. |
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此模型喺Apache 2.0許可證下獲得許可。 請在使用前仔細閱讀呢啲條款。 |
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## Contributors / 貢獻 |
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- LordJia [https://ai.chao.cool](https://ai.chao.cool/) |
