使用 Arabic AI 為企業賦能：構建更智能的 LLM 和 SLM 以克服區域挑戰.pdf

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1、MeetFounded in 2008,Tarjama is a localization and language technology provider helping companies manage their multiple language content in any file format and to scale.As companies capitalize on opportunities for global growth,Tarjama delivers language solutions that,at a minimum,meet international

2、standards for quality,speed and efficiency,while remaining a cost-effective partner for its loyal customers.98%Customer retention rate7Offices worldwide+10 Million$In funding secured to date+700Retained clients+2 BillionWords processed+10Arabic dialects supported02ccT&Portal:The Gateway for our clie

3、nts to submit language service orders and content digitally,while also tracking their orders and spending.T&Staff:Digital management of client service orders.Seamlessly connected to our CRM and finance system to allow for automatic data sync of client information and automatic invoice generation.U:O

4、ur freelancer Marketplace to allow for resource scalability.Connected with CleverSo TMS to seamlessly find,assign and pay translators digitally.CleverSo:First Arabic-centric Translation management system(TMS)geared towards the delivery of AI-enabled translation services,increasing PM efficiency with

5、 clever automation and powering translators with AI for augmented capabilities.Arabic machine translation:Available as web-based portal for instant document translationMT API for integrationsFastScribe:AI-powered solution for lightning-fast audio transcription and translation,FastScribe offers insta

6、nt,accurate results in 26 languages.Upload or record your content,and our technology,trained on 680,000 hours of video,will handle the rest.Easily integrate these capabilities into any application with our flexible API.+sArabic AI Agent:BaaS and Headless CMSs.Multiple integrations/implementation wit

7、h Headless CMSs and BaaS.Ensuring dynamic content delivery across various channels.T&Data:A state-of-the-art platform for high-quality data labeling and annotation,turning raw data into insights for AI and machine learning.03ccThe Fine-Tuned Arabic LLM:Achieving Near-Human Machine Translation with E

8、nhanced Fluency,Context Awareness,and Summarization Capabilities.s04ccIntroduction Introducing Our Fine-Tuned Models:Pronoia 14B and 32B,small language models(SLMs)developed to deliver accurate and context-aware Arabic translations for business,legal,and medical content.Objective:Revolutionize Arabi

9、c AI by providing unmatched accuracy and contextual understanding across key industries like legal,medical,and business.Tailored forHigh-Stakes Needs:Pronoia is designed to support large businesses and government entities,ensuring precise and reliable language solutions for critical content.Pronoia,

10、an advanced Large Language Model(LLM)tailored for Arabic enterprise needs.05Why?Market NeedArabic poses unique AI challenges due to its dialect diversity,tokenization complexity,and nuanced morphology.SolutionPronoia is engineered specifically for Arabic,overcoming these linguistic complexities thro

11、ugh:Advanced Tokenization:Tailored to Modern Standard Arabic.High-Precision AI:Designed for industries with high-stakes language needs.06Key Features of06Unparalleled AccuracyBuilt on over 16 years of Arabic linguistic research.Optimized InfrastructureUses advanced GPU nodes to enhance performance a

12、nd cost-efficiency.Customizable Models:Available in 7B and 14B configurations to fit diverse enterprise needs.Enhanced Sequential Data ProcessingPronoia excels in managing sequential data,making it ideal for time series,speech,and text.Its architecture captures temporal dependencies,remembers long-t

13、erm information better than traditional Recurrent Neural Networks(RNNs),and effectively handles the vanishing gradient problem.These capabilities make it especially suitable for applications like speech recognition and language modeling.ccvBenefits to EnterprisesStrategic Language Solution:More than

14、 a translation tool,Pronoia integrates into workflows,optimizing efficiency and accuracy in complex language scenarios.IndustrySpecific Applications:Designed for tailored solutions in sectors like law and healthcare.Deployment FlexibilityAnd Support:Supports both cloud and on-premises deployments.08Thank you!