#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
🌊 Bali authorities warn of high tides
🌤 Bali's Meteorology, Climate and Geophysics Agency is warning of extreme weather conditions for several days. In particular, of extremely high tides on the southern coast of the island.
❌ The population and tourists are advised to temporarily refrain from bathing on the beach of Kuta.
@BaliNews
#weather#tides#Kuta
🌎 In Australia’s Kimberley region, the Horizontal Falls are created when huge tidal currents force seawater through narrow rock gorges, producing powerful, temporary waterfalls that appear to flow sideways. Tides here can rise over 10 meters, creating one of the world’s most unusual tidal phenomena. ✨
#tides⚡#waterfalls⚡#Australia
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🌍 Earth’s tides are driven mostly by the Moon’s gravity, causing oceans to rise and fall all over the globe. These constant movements help mix ocean waters and shape coastal ecosystems. ✨
#tides⚡#ocean⚡#cycles⚡#geography⚡#nature⚡#earth
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🌍 The Wadden Sea along Europe’s North Sea coast is the world’s largest tidal mudflat system. Twice daily, the sea retreats for kilometers, revealing vast sandbanks and rich habitats for millions of migratory birds. ✨
#coastline⚡#tides⚡#wildlife⚡#geography⚡#nature⚡#earth
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🌍 The Bay of Fundy in eastern Canada experiences the highest tidal range on Earth—up to 16 meters between high and low tide. These extreme tides carve dramatic coastal cliffs and ever-changing mudflats. ✨
#tides⚡#coast⚡#landscape⚡#geography⚡#nature⚡#earth
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