one point i try to get across in Practical Deep Learning is that neural networks will LEARN no matter what you do (provided you avoid huge errors like setting all input data to zero or something) any input encoding, any hidden size, any reasonable learning rate…. it will learn
RESEARCH
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Wrapping Up: Python, Data Science, ML & LLM Content Daily
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That's a wrap! Every day, I share and simply content around Python, Data Science, Machine Learning & Large Language Models. Find me → @Sumanth_077 Like/RT the first tweet and help this reach more people.
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Defining the Fit Method for Model Training with Gradient Descent
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Define the "fit" method that does the training of model The method takes input data "X" and the corresponding target values "y" It also updates the weights and bias using gradient descent.
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Computing Cross-Entropy Loss Cost Function for Classification
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Compute Cost Function Next define the cost function, which is the cross-entropy loss, used to measure the error between predicted probabilities and actual labels.
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Google Launches Gemini Ultra Advanced Model
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Here we go! Gemini Ultra / Advanced. https://t.co/Cb8V4r0Mia
— Paul Roetzer (@paulroetzer) 8 février 2024Here we go! Gemini Ultra / Advanced.
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Rosenblatt and early AI pioneers: foundational figures in artificial intelligence
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Rosenblatt, 1940 something? Or any one of those guys from then to now lol.
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Hugging Face: Pioneer of Artificial Intelligence Innovation
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[#Article] How Hugging Face Remains at the Forefront of Innovation https://actuia.com/actualite/comment-hugging-face-reste-a-la-pointe-de-linnovation/
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AI Evolution Impact Generative Technology Ethics Regulation Society
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Explore the evolution and impact of #artificialintelligence from its conceptual origins to its current role in #2024, how the advancements in #GenerativeAI are democratizing #technology and raising significant #ethical, #regulatory and #societal questions https://
forbes.com/sites/bernardm
arr/2024/02/08/understanding-ai-in-2023-its-definition-role-and-impact/
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Virtual Psychedelics: Immersive AI Experience Beta Testing
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This looks amazing. Virtual psychedelics! Happy to Beta test if you need one. 😉
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MLX Special Tokens Dataset Training Implementation
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One thing I realized you did differently Mike, you added the [INST] Instruction [/INST] in the text string of your dataset. I was under the impression that MLX automatically adds the special token based on the original model, so you don't have to do that. But I may be