#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
A steadfast and resilient Iftar last night in my hometown of #Khiam❤️
Iftar took place in the town square surrounded by rubble of their homes and shops brought down by the Zionist war machine with US-made weapons.
صحة وهنا ع قلوب أشرف شعوب الأرض❤️
تركولي دعسة مسّح صباطي فيها.
One of the many letters and messages left behind by Zionist filth in the ruins of my house in the southern Lebanese town of #Khiam..one of which was a good doormat to clean my boots with.
In a heartbreaking video, Julia shared moments while she was playing the piano in her home in Khiam, South Lebanon, which she discovered in a video circulated by Israeli soldiers that was destroyed during the border clashes when they were attempting to occupy her town.
#SouthLebanon#Khiam#LebanonUnderAttack#Israel
After futile attempts, Israeli tanks are invading specific neighborhoods in the border Lebanese villages which their soldiers failed to enter during the battle. With Hezbollah being committed to the ceasefire, who is going to stand up to the endless Israeli aggression?
#SouthLebanon#Khiam#Lebanon#Israel#SouthLitani