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bilingual-translation

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Md-Emon-Hasan / Translatica

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Modular monolith serving a LoRA fine-tuned Helsinki-NLP opus-mt-en-es translation model, training about 0.38 percent of parameters on the opus_books corpus, with sentence-aware chunking to avoid silent truncation, deterministic beam-search decoding, a thread-safe TTL cache, proxy-aware rate limiting, and a 193-test CI suite on Docker and Render.

data-science machine-learning tokenizer language-modeling pytorch artificial-intelligence datascience language-model nlp-projects fine-tuning ai-app github-actions nlp-pipeline huggingface multilingual-nlp fine-tuning-llm english-to-spanish dockerized-app opus-mt bilingual-translation
  • Updated Aug 5, 2026
  • Jupyter Notebook

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