Omar Medhat @OmarMLdev
Learning and building Joined February 2025-
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Omar Medhat retweeted
Thank you @grok for your honesty x.com/i/grok/share/P…
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@AhmedReda958 @fahdashwr بالظبط، كل ما البروجكت كبر منك كل ما قدرته انه يساعدك بقت أقل
Omar Medhat retweeted
YOLOv12 is out; I made fine-tuning tutorial instead of relying heavily on CNN-based architectures like its predecessors, YOLOv12 introduces “area attention” module, which strategically partitions the feature map to reduce the quadratic complexity of full self-attention. notebook link: github.com/roboflow/noteb…
Omar Medhat retweeted
MLX uses nanobind (by @wenzeljakob) to bind C++ to Python. It's a critical piece of MLX infra and is why running Python code is nearly the same speed as running C++ directly. Also makes it super easy to move arrays between frameworks. Examples:
RNNs/LSTMs struggle with tasks requiring long-range dependencies or handling sparse data due to their sequential construct. Transformer-based architectures like BERT excel in such cases, achieving higher accuracy with parallel processing. #ArtificialIntelligence #nlp
Finally, LLMs make sense. After struggling with understanding them while learning ML, Andrej Karpathy’s video explained everything so well. Highly recommend it @karpathy youtu.be/7xTGNNLPyMI?si… #MachineLearning #LLMs #AI #DeepLearning #NLP
I'll be sharing daily updates on my progress, covering ML fundamentals, NLP and concepts from "Linear Algebra and Learning from Data by Gilbert Strang". #MachineLearning #NLP #LinearAlgebra #DataScience #GilbertStrang #LearningJourney #MLFundamentals #DataAnalysis #AI
@svpino I was also thinking about the same thing recently but I’m not sure if that's a good thing or not
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