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README.md
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@@ -18,6 +18,10 @@ And translation ability for languages other than Japanese and English has deteri
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If you want to translate the entire file at once, try Colab below.
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[ALMA_7B_Ja_GPTQ_Ja_En_batch_translation_sample](https://github.com/webbigdata-jp/python_sample/blob/main/ALMA_7B_Ja_GPTQ_Ja_En_batch_translation_sample.ipynb)
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**ALMA** (**A**dvanced **L**anguage **M**odel-based tr**A**nslator) is an LLM-based translation model, which adopts a new translation model paradigm: it begins with fine-tuning on monolingual data and is further optimized using high-quality parallel data. This two-step fine-tuning process ensures strong translation performance.
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Please find more details in their [paper](https://arxiv.org/abs/2309.11674).
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If you want to translate the entire file at once, try Colab below.
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[ALMA_7B_Ja_GPTQ_Ja_En_batch_translation_sample](https://github.com/webbigdata-jp/python_sample/blob/main/ALMA_7B_Ja_GPTQ_Ja_En_batch_translation_sample.ipynb)
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if you enconter error below.
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```RuntimeError: probability tensor contains either `inf`, `nan` or element < 0```
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It's mean your memory is not enough. decrease your num_beams or token size.
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**ALMA** (**A**dvanced **L**anguage **M**odel-based tr**A**nslator) is an LLM-based translation model, which adopts a new translation model paradigm: it begins with fine-tuning on monolingual data and is further optimized using high-quality parallel data. This two-step fine-tuning process ensures strong translation performance.
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Please find more details in their [paper](https://arxiv.org/abs/2309.11674).
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