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Source channel @githubtrending · Post #14845 · Jun 20

#jupyter_notebook#ai#artificial_intelligence#chatgpt#deep_learning#from_scratch#gpt#language_model#large_language_models#llm#machine_learning#python#pytorch#transformer You can learn how to build your own large language model (LLM) like GPT from scratch with clear, step-by-step guidance, including coding, training, and fine-tuning, all explained with examples and diagrams. This approach mirrors how big models like ChatGPT are made but is designed to run on a regular laptop without special hardware. You also get access to code for loading pretrained models and fine-tuning them for tasks like text classification or instruction following. This helps you deeply understand how LLMs work inside and lets you create your own functional AI assistant, gaining practical skills in AI development[1][2][3][4]. https://github.com/rasbt/LLMs-from-scratch

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Amazing Geography 🌍

@amazingeo · Post #230 · 09/13/2025, 04:12 PM

🌍 Nearly 2,000 islands make up Indonesia’s Maluku Islands, sometimes called the “Spice Islands,” where nutmeg, cloves, and mace originated—once so valuable they shaped global trade routes. ✨ #islands⚡#archipelagos⚡#spices⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍 ​

🍛Two Iconic South African Curries 🇿🇦 Two of the most famous curries in South African cuisine represent the two port cities — Cape Town on the west coast and Durban on the east. ⚓️ Even their names reflect their origins: 🌶Cape Malay Curry Powder refers to Cape Town’s Malay community, 🔥Durban Curry Masala — to Durban’s Indian community. The Cape curry is slightly sweeter and milder, while the Durban curry is hotter and more vibrant thanks to the addition of Kashmiri red chili. 🌶 Source: https://t.me/africamother/800 #SouthAfrica#Food#Cuisine#Cooking#CapeTown#Durban#Spices#Curry