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Super Weights in LLMs - How Pruning Them Destroys a LLM's Ability to Generate Text ?
Super weights are crucial to performance of LLMs and can have outsized impact on LLM model's behaviour
 • 
Priyanka Nath
Everything you need to know about identifying hallucinations by LLMs
“Why is this misleading?”: Detecting News Headline Hallucinations with Explanations
 • 
Priyanka Nath
Learn from Experiences of Experts - Running Trustworthy A/B Test
The definitive practical guide to A/B tests summarizing experience of experts
 • 
Priyanka Nath
Introducing Etalon: How we choose a LLM with optimal Runtime Performance ?
How to evaluate LLMs and identify best LLM Inference System
 • 
Priyanka Nath
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Improving performance of LLM models using series of prompts that mimics how we humans solve complex problems
 • 
Priyanka Nath
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Everything you need to know about Activation Functions
 • Joshua Raj
1
Here is what you need to know about Sparse Categorical Cross Entropy in nutshell
 • Sarthak Kedia and Priyanka Nath
Layman's Guide to Lottery Ticket Hypothesis In Neural Network
 • Joshua Raj
2
Everything you need to know about Distributed training and its often untold nuances
 • Joshua Raj
How to apply Boosting when the Data Labels are Noisy and Uncertain ?
LocalBoost - Local Boosting for Weakly-Supervised Learning
 • 
Priyanka Nath
DiffGrad : Is it the right optimization method for training your CNNs?
Learn about DiffGrad - optimizer that solves the overshooting problem of Adam
 • 
Priyanka Nath
What is Ant Colony Optimization and how does it help?
Deep dive into mechanics and applications of Ant Colony Optimization
 • 
Sheryl Bellary
A Look Into The Emerging Domain of Metric Learning
All about metric Learning and the impact it makes on the world of computer vision
 • 
Joshua Raj
OptFormer: Google's Improved Hyperparameter Optimization Technique
Optimizers with Transformers
 • 
Sheryl Bellary
Simplifying Similarity Problem: Introduction to Siamese Neural Networks
Learn how a machine learning model is created using few images per class.
 • 
Sheryl Bellary
A look at Stable Diffusion - An open-source text to image alternative to MidJourney and DALL-E 2
Implementing Stable Diffusion using Tensorflow and keras
 • 
Sheryl Bellary
Machine Learning Diaries
Machine Learning Diaries
We help to discover and learn rare Machine learning insights in a simple and engaging way so you can impress your boss.
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