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| title: README |
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| Bitext provides NLP/NLG services to 3 of the top 5 companies on NASDAQ. Bitext automates Text Data Services for Multilingual GenAI, covering: |
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| - Generation of Synthetic Text based on proprietary NLG technology (not generative) |
| - Automation of Data Labelling and Annotation (DAL) using GenAI models and NLP tools with a human-in-the-loop approach |
| - Verticalization of General-Purpose models (GPT, Mistral, OpenELM) in 20 domains (Customer Support, Banking, Travel) |
| - Training and Evaluation of General-Purpose models for Conversational AI |
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| We offer hybrid synthetic datasets to fine-tune LLMs like GPT, Mistral, and OpenELM, showcasing domain adaptation in sectors like Retail Banking. Our two-step approach allows clients to create customized LLMs by first using our dataset and then fine-tuning with their own data. |
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| Our technology supports 77 languages (including Arabic, Japanese, Chinese, Hindi, Urdu) and 25 regional variants (like Egyptian Arabic, Canadian French, Indian English). More details can be found [From General-Purpose LLMs to Verticalized Enterprise Models](https://www.bitext.com/blog/general-purpose-models-verticalized-enterprise-genai/). |
