#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
http://codeinpython.com/tutorials/deep-learning-tensorflow-keras-pytorch/?nonamp=1
Deep Learning #Tensorflow vs #Keras vs #PyTorch
#Deep_learning is the application of artificial #neural_networks (ANNs) to learn tasks. These tasks contain more than one hidden layer. Deep learning is part of a broader family of #machine_learning. Machine learning itself is a part of #Artificial_Intelligence(#AI).
https://www.analyticsvidhya.com/blog/2016/08/deep-learning-path/?utm_content=bufferd56c5&utm_medium=social&utm_source=linkedin.com&utm_campaign=buffer
#Deep_Learning, a prominent topic in #Artificial_Intelligence domain, has been in the spotlight for quite some time now. It is especially known for its breakthroughs in fields like Computer Vision and Game playing (Alpha GO), surpassing human ability. Since the last survey, there has been a drastic increase in the trends. (click here to check out the survey)
Here is what Google trends shows us:
http://www.aparat.com/v/0scM5
Irene Chen A Beginner's Guide to Deep Learning.
What is #Deep_Learning ? It has recently exploded in popularity as a complex and incredibly powerful tool. This talk will present the basic concepts underlying deep learning in understandable pieces for complete beginners to #machine_learning.
http://www.aparat.com/v/Corus
Advanced users #Deep_Learning, anyone who has followed #machine_learning over the past years has heard it. In this talk I will go past the hype and show what deep learning actually means and how one goes about solving complex machine learning task with a minimum amount of code, with the help of theano, an amazing python library for deep learning.
https://django-ai.readthedocs.io/en/latest/readme.html
#Artificial_Intelligence for #Django
django-ai is a collection of apps for integrating statistical models into your Django project so you can implement #Machine_Learning conveniently.
🌟 Exciting Updates for Our Telegram AI Bot! 🌟
🔝 We are thrilled to announce that we’ll soon introduce subscriptions, allowing you to ask unlimited questions! 🚀
💎 Here’s what’s coming next:
💲Flexible Payments: Pay via cryptocurrency and stars, as requested by our valued users.
💵New Features: Generate reports, convert DOCX to PDF, and many more helpful tools designed to make your experience seamless and productive.
💯 We’re always looking to improve. If there’s a specific feature you’d like us to add, don’t hesitate to reach out to our support chat. Your feedback is invaluable!
🔝 Stay tuned for more updates!
✈️ See a bug? Have any suggestions? Contact us: @OpenAI_helpdesk
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💎@Chatgpt_OfficialNewsjoin US ⚡️
🤖BOT:@Chatgpt_OfficialBOT
📱#ChatGPT#AI
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🚀 Welcome to the Future of AI with ChatGPT! 🤖
🌟 Say hello to ChatGPT, your personal AI assistant ready to:
✨ Answer your questions
🖋 Help with writing and editing
🌐 Translate and support multiple languages
💡 Provide smart insights and ideas
Whether you're brainstorming, solving problems, or just having fun, ChatGPT has you covered!
📩Try it out now:@chatgpt_officialbot
✈️ See a bug? Have any suggestions? Contact us: @OpenAI_helpdesk
➖➖➖➖🔻
💎@Chatgpt_OfficialNewsjoin US ⚡️
🤖BOT:@Chatgpt_OfficialBOT
📱#ChatGPT#AI
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All of your image creations, all in one place.
Introducing the new library for your ChatGPT image creations—rolling out now to all Free, Plus, and Pro users.
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💎@Chatgpt_OfficialNews – Stay Updated! ⚡️
🧠 BOT: @Chatgpt_OfficialBOT
#️⃣#OpenAI#AI#GPT#ChatGPT#Chatbot
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https://hackernoon.com/absolute-fundamentals-of-machine-learning-dca5deee78df?gi=2c99287cb9f5
#machine_learning , what a buzzword. I’m sure you all want to understand machine learning, and that’s what I’m going to teach in this article.
I found that learning the theroetical side alongside the programming side makes it easier to learn both, so this article features both easy to understand mathematics and the algorithms implemented in Python. Also, technology becomes outdated — fast. The code used in this tutorial will likely be meaningless in 5 years time. So for that reason, I’ve decided to also teach the mathematical side to Machine Learning that will not die out in a few years.