It’s that time of the year again…!! I am excited to be in Senegal, attending Deep Learning Indaba 🙂
@jeande_d
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Free Linear Algebra for Data Science Resource Available
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Linear Algebra for Data Science Grab your free copy here: https://
kyunghyuncho.me/linear-algebra
-for-data-science/
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Linear Algebra Handbook: Essential Concepts for Data Science
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Linear Algebra for Data Science A compact handbook for all things linear algebra. Covers a vector of topics from matrices, vector spaces, orthogonality and projections, singular value decomposition, determinants, eigen values and vectors, big theorems, to name a few!
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Linear Algebra for Computer Vision, Robotics, and Machine Learning
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Linear Algebra for Computer Vision, Robotics, and Machine Learning https://
cis.upenn.edu/~cis5150/linal
g-I-f.pdf
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Demo disponible avec LLaVA et GPT-4o
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There is also a simple demo(LLaVA and GPT-4o) attached to the slides.
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Multimodal LLMs: Analysis and Applications from Recent Talks
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[Slides] Multimodal LLMs Recently, I gave a talk about multimodal LLMs at IndabaX Rwanda and 18-661 Introduction to Machine Learning for Engineers in Student Research Lecture at CMU. In the talk, we dissect multimodal LLMs, multimodal tasks, and a general multimodal LLM
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Chatbot Arena Adds Image Upload Capability for Multimodal Model Evaluation
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Very cool to see Chatbot Arena adding image uploads capability. Human preferences and vibe are the ultimate evals. They have a made a clear distinction between LLMs and it's nice to see that happening for multimodal models as well.
— Jean de Dieu Nyandwi (@Jeande_d) 20 juin 2024
Vibe-Eval(https://t.co/PinId9novu) shows a nice… https://t.co/CE8xxXetG0 pic.twitter.com/RCQowXFeSuVery cool to see Chatbot Arena adding image uploads capability. Human preferences and vibe are the ultimate evals. They have a made a clear distinction between LLMs and it's nice to see that happening for multimodal models as well. Vibe-Eval(
https://
arxiv.org/abs/2405.02287) shows a nice -
Deep Learning Computer Vision Repository Goals and Original Vision
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The goal of working on Deep Learning for Computer Vision was to have a practical repo for people in deep learning and visual recognition, serving the role Complete Machine Learning Package does in ML foundations. It's not what I originally envisioned(will explain), but the
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Deep Learning for Computer Vision V1 Release Announced
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Releasing Deep Learning for Computer Vision V1 Inspired by Complete Machine Learning Package, Deep Learning for Computer Vision is a comprehensive repository/knowledge base of topics in deep learning and computer vision. The repository covers various topics including but
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Appreciation for Educational ‘Let’s Build’ Series by Andrej
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I very much love those "let's series": let's build GPT{model, tokenizer}, let's reproduce GPT-2… Thanks for the efforts and relentless will to educate the world, Andrej