Ah yeah, and the notebook if you prefer a from-scratch approach: https://
github.com/rasbt/LLMs-fro
m-scratch/blob/main/ch07/04_preference-tuning-with-dpo/dpo-from-scratch.ipynb
…
MACHINE LEARNING
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DPO Preference Tuning from Scratch Notebook Resource
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DPO from Scratch Notebook and Tulu 3 Length-Normalized Version
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Nice, I should double check that to see if there's something worthwhile adding to my DPO from scratch notebook!
Btw one thing that intrigued me from the Tulu 3 paper is the length-normalized version https://
arxiv.org/abs/2501.00656 -

Best Free Data Science eBooks for Learning and Development
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The Best Free Data Science eBooks! #BigData #Analytics #DataScience #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode https://
geni.us/Best–DSci-eBo
oks
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Best Machine Learning Books for Data Science and AI
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Best Machine Learning Books! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #GoLang #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode https://
geni.us/Best-ML-Books -

100+ Practical Projects: Data Science, Machine Learning, AI Programming
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100+ Practical Example Projects ( by Author Emenwa Global). #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #CloudComputing #Serverless #Linux #Books #Programming #Coding #100DaysofCode https://
geni.us/100-Practical-
Python
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Solving Mathematics Problems with Machine Learning and AI
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Solve::Words: Solving #Mathematics with #MachineLearning! #BigData #Analytics #DataScience #AI #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode https://
geni.us/Solve-Words -

Machine Learning Algorithms Cheatsheet Reference Guide
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Cheatsheet! #MachineLearning #Algorithms! @MIT_CSAIL #BigData #Analytics #DataScience #AI #IoT #IIoT #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/M-L_Ch-Sh -
IQ vs Performance: Renaming Intelligence Quotient to Functionary Quotient
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That performance vs IQ graph is incredible. Says so much in one picture. Was thought provoking to read “If you renamed IQ , from “Intelligent Quotient” to FQ “Functionary Quotient” or SQ “Salaryperson Quotient”, then some of the stuff will be true.”
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Reader Project Training Tokenizer from Scratch on Nepali
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And here's a great reader project who trained a tokenizer from scratch on Nepali:
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Skeptical Take on Recent Research Paper Aging
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I am tempted…But we will see if this ages well (just sayin https://
arxiv.org/abs/2412.09871 )