Looking at what machine learning is, what neural networks are, what GPT is and then how that all plays into ChatGPT!
π Looking for content on a particular topic? Search the channel. If I have something it will be there!
β¬β¬β¬β¬β¬β¬ C H A P T E R S β° β¬β¬β¬β¬β¬β¬
0:00 – Introduction
4:29 – History and training
8:55 – Machine learning
12:47 – Prediction
14:32 – More complex predictions
17:30 – Making any shape with enough curves combined
24:30 – How to get different curves from one curve
28:23 – Weights and bias
33:33 – Activation functions
40:02 – Back propagation and gradient descent
50:48 – Visualization of layers working together
53:30 – What is GPT
57:39 – Attention
1:00:00 – Tokens
1:02:33 – GPT-2
1:07:22 – GPT-3
1:09:10 – zero, one and few shot
1:10:19 – What was it trained on
1:13:45 – ChatGPT
1:18:40 – Closing thoughts
β¬β¬β¬β¬β¬β¬ K E Y L I N K S π β¬β¬β¬β¬β¬β¬
βΊ Whiteboard:
π https://github.com/johnthebrit/RandomStuff/raw/master/Whiteboards/WhatisChatGPT.png
βΊ ChatGPT site at OpenAI:
π https://chat.openai.com/chat
βΊ Great example video of number recognition:
π https://youtu.be/Tsvxx-GGlTg
βΊ OpenAI tokenizer:
π https://platform.openai.com/tokenizer
βΊ GPT 2 paper:
π https://cdn.openai.com/better-language-models/language_models_are_unsupervised_multitask_learners.pdf
βΊ GPT-3 paper:
π https://arxiv.org/pdf/2005.14165.pdf
βΊ ChatGPT overview:
π https://openai.com/blog/chatgpt
β¬β¬β¬β¬β¬β¬ Want to learn more? π β¬β¬β¬β¬β¬β¬
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π I have manually updated the captions to be as accurate as possible. Enable the subtitles and from there you can translate to your native language via the auto-translate feature in settings! https://youtu.be/v5b53-PgEmI for a demo of using this feature.
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