Byg en sprogmodel på dine WhatsApp-chats
Chatbots har unægtelig transformeret vores interaktion med digitale platforme. På trods af de imponerende fremskridt i de underliggende sprogmodellers evner til at håndtere komplekse opgaver, kommer brugeroplevelsen ofte til kort og føles upersonlig og løsrevet.
Den nemmeste måde at bekræfte WhatsApp-telefonnummer på
For at gøre samtaler mere relaterbare forestillede jeg mig en chatbot, der kunne efterligne min afslappede skrivestil, svarende til at sende sms'er til en ven over WhatsApp.
I denne artikel vil jeg lede dig gennem min rejse med at bygge en (lille) sprogmodel, der genererer syntetiske samtaler, ved at bruge mine WhatsApp-chatbeskeder som inputdata. Undervejs forsøger jeg at optrevle de indre funktioner i GPT-arkitekturen på en visuel og forhåbentlig fordøjelig måde, suppleret med selve Python-implementeringen. Du kan finde hele projektet på min GitHub.
Bemærk:Selve modelklassen er i store bidder taget fra videoserien af Andrej Karpathy og tilpasset mine behov. Jeg kan varmt anbefale hans tutorials.
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