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LLMs as single-step reasoners: mitigating hallucination in multi-step reasoning

LLMs as single-step reasoners: mitigating hallucination in multi-step reasoning

LLMs struggle with multi-level reasoning in a single inference step, often resulting in hallucination. Breaking the problem down into…
Go to the profile of Aman Dalmia
Aman Dalmia
A simple (not easy) technique for debugging LLMs using LLMs

A simple (not easy) technique for debugging LLMs using LLMs

Replication, problem identification, iteration, double checking and benchmarking
Go to the profile of Aman Dalmia
Aman Dalmia
A community of doers: learnings from winning a solo silver medal within 2 weeks in my 2nd Kaggle…

A community of doers: learnings from winning a solo silver medal within 2 weeks in my 2nd Kaggle…

I provide the context for how I got started in the competition, my struggles, journey to the final solution and everything I learned
Go to the profile of Aman Dalmia
Aman Dalmia
Compression in the AI world: MobileNets, Pruning & Quantisation

Compression in the AI world: MobileNets, Pruning & Quantisation

Learn how you can compress a 500 MB large deep learning model to just 5 MB with almost no drop in accuracy.
Go to the profile of Aman Dalmia
Aman Dalmia
Real-time object detection part 1: Understanding SSD

Real-time object detection part 1: Understanding SSD

This post explains the working of the Single-Shot MultiBox Detector along with a code walkthrough
Go to the profile of Aman Dalmia
Aman Dalmia
But wait, how to ACTUALLY do the cool stuff? — Chapter 11

But wait, how to ACTUALLY do the cool stuff? — Chapter 11

This is a series of blog posts on the Deep Learning book where we are attempting to provide a summary of each chapter highlighting the…
Go to the profile of Aman Dalmia
Aman Dalmia
Deep Learning Book: Chapter 8 — Optimization For Training Deep Models Part II

Deep Learning Book: Chapter 8 — Optimization For Training Deep Models Part II

This is going to be a series of blog posts on the Deep Learning book where we are attempting to provide a summary of each chapter…
Go to the profile of Aman Dalmia
Aman Dalmia
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