Kolmogorov-Arnold Networks VS Regular Deep Learning | New Large Language Models (LLMs) Paper
3 هزار بار بازدید -
3 ماه پیش
-
Paper:
Paper: https://arxiv.org/abs/2404.19756
Code: https://github.com/KindXiaoming/pykan
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MASSIVE idea proposed in this paper.
Kolmogorov-Arnold Networks (KANs) as promising alternatives to Multi-Layer Perceptrons (MLPs) for approximating nonlinear functions 🤯.
📌 Moving activation functions from nodes (neurons) to edges (weights)!
📌 MLPs place activation functions on neurons, but can we instead place (learnable) activation functions on weights? Yes, we KAN!
🐦 TWITTER: Twitter: rohanpaul_ai
Checkout the MASSIVELY UPGRADED 2nd Edition of my Book (with 1300+ pages of Dense Python Knowledge) 🐍🔥
Covering 350+ Python 🐍 Core concepts ( 1300+ pages ) 🚀
🟠 Book Link - https://rohanpaul.gumroad.com/l/pytho...
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Hi, I am a Machine Learning Engineer | Kaggle Master. Connect with me on 🐦 TWITTER: Twitter: rohanpaul_ai - for daily in-depth coverage of Large Language Model bits
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You can find me here:
**********************************************
🐦 TWITTER: Twitter: rohanpaul_ai
👨🏻💼 LINKEDIN: LinkedIn: rohan-paul-ai
👨🔧 Kaggle: https://www.kaggle.com/paulrohan2020
👨💻 GITHUB: https://github.com/rohan-paul
🧑🦰 Facebook : Facebook: rohan.paul.562
📸 Instagram: Instagram: rohan_paul_2020
**********************************************
Other Playlist you might like 👇
🟠 MachineLearning & DeepLearning Concepts & interview Question Playlist - https://bit.ly/380eYDj
🟠 ComputerVision / DeepLearning Algorithms Implementation Playlist - https://bit.ly/36jEvpI
🟠 DataScience | MachineLearning Projects Implementation Playlist - https://bit.ly/39MEigt
🟠 Natural Language Processing Playlist : https://bit.ly/3P6r2CL
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#LLM #Largelanguagemodels #Llama3 #LLMfinetuning #opensource #NLP #ArtificialIntelligence #datascience #textprocessing #deeplearning #deeplearningai #100daysofmlcode #neuralnetworks #datascience #generativeai #generativemodels #OpenAI #GPT #GPT3 #GPT4 #chatgpt #genai
Code: https://github.com/KindXiaoming/pykan
---
MASSIVE idea proposed in this paper.
Kolmogorov-Arnold Networks (KANs) as promising alternatives to Multi-Layer Perceptrons (MLPs) for approximating nonlinear functions 🤯.
📌 Moving activation functions from nodes (neurons) to edges (weights)!
📌 MLPs place activation functions on neurons, but can we instead place (learnable) activation functions on weights? Yes, we KAN!
🐦 TWITTER: Twitter: rohanpaul_ai
Checkout the MASSIVELY UPGRADED 2nd Edition of my Book (with 1300+ pages of Dense Python Knowledge) 🐍🔥
Covering 350+ Python 🐍 Core concepts ( 1300+ pages ) 🚀
🟠 Book Link - https://rohanpaul.gumroad.com/l/pytho...
-----------------
Hi, I am a Machine Learning Engineer | Kaggle Master. Connect with me on 🐦 TWITTER: Twitter: rohanpaul_ai - for daily in-depth coverage of Large Language Model bits
----------------
You can find me here:
**********************************************
🐦 TWITTER: Twitter: rohanpaul_ai
👨🏻💼 LINKEDIN: LinkedIn: rohan-paul-ai
👨🔧 Kaggle: https://www.kaggle.com/paulrohan2020
👨💻 GITHUB: https://github.com/rohan-paul
🧑🦰 Facebook : Facebook: rohan.paul.562
📸 Instagram: Instagram: rohan_paul_2020
**********************************************
Other Playlist you might like 👇
🟠 MachineLearning & DeepLearning Concepts & interview Question Playlist - https://bit.ly/380eYDj
🟠 ComputerVision / DeepLearning Algorithms Implementation Playlist - https://bit.ly/36jEvpI
🟠 DataScience | MachineLearning Projects Implementation Playlist - https://bit.ly/39MEigt
🟠 Natural Language Processing Playlist : https://bit.ly/3P6r2CL
----------------------
#LLM #Largelanguagemodels #Llama3 #LLMfinetuning #opensource #NLP #ArtificialIntelligence #datascience #textprocessing #deeplearning #deeplearningai #100daysofmlcode #neuralnetworks #datascience #generativeai #generativemodels #OpenAI #GPT #GPT3 #GPT4 #chatgpt #genai
3 ماه پیش
در تاریخ 1403/02/21 منتشر شده
است.
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