#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
Today we present you: The takahē (Porphyrio hochstetteri)
— a flightless, endemic New Zealand bird, that was once thought extinct and famously rediscovered in 1948 — has been saved from the brink of extinction by intensive conservation: captive breeding, predator control, and protected reserves. Populations have increased but the species remains threatened and needs continued protection. Around 500 birds are now known to survive.
[Learn more here]
Tags: #Takahē#Conservation#NZ#Endangered#LazarusSpecies
🚩Желаю всем такого же прекрасного и раннего открытия зимнего сезона!
#heliboarding#methvenheliski#newzealand#snowboarding
#heliskiing#nz#хелиски#новаязеландия#сноубординг