Nikhil Verma – Medium

Nikhil Verma

Pinned

Straightforward yet productive tricks to boost deep learning model training

Hi fellow Deep Learning researchers,

Jan 20, 2023

Straightforward yet productive tricks to boost deep learning model training

Jan 20, 2023

Pinned

PyTorch’s Magic with Automatic Mixed Precision

Pytorch library is one of the go-to framework used these days for implementing neural networks or deep learning models. These models have…

Jan 25, 2023

PyTorch’s Magic with Automatic Mixed Precision

Jan 25, 2023

Scale baby Scale — Test-time scale!

Inference scaling or Test-time scaling is the latest buzzword capturing the interest of everyone working in the high-boiling field of AI…

1d ago

Scale baby Scale — Test-time scale!

1d ago

Long-Context Large Language Models

Language modeling has captured the attention of researchers over the years, leading to numerous iterations and modifications of proposed…

Jan 22, 2024

Long-Context Large Language Models

Jan 22, 2024

Beyond Basics: A Comprehensive Interview Question Bank for DL, NLP, and Diffusion Models

Gone are the days when a basic understanding of machine learning sufficed for tech interviews. Today, employers seek candidates who can…

Dec 27, 2023

Beyond Basics: A Comprehensive Interview Question Bank for DL, NLP, and Diffusion Models

Dec 27, 2023

Navigating the Emotional Turbulence of Flight Delay: A Personal Encounter

Dec 3, 2023

Navigating the Emotional Turbulence of Flight Delay: A Personal Encounter

Dec 3, 2023

Finding attention Sink of LLMs: StreamingLLM

Oct 16, 2023

Finding attention Sink of LLMs: StreamingLLM

Oct 16, 2023

Published in
AI Advances

The Symphony of Numbers: Inside the GPU’s Power of 2 Architecture

In the heart of the data center, where the pulse of artificial intelligence reverberates, lies a remarkable piece of technology — the…

Sep 14, 2023

The Symphony of Numbers: Inside the GPU’s Power of 2 Architecture

Sep 14, 2023

Long-Range Transformer with Unlimited Length Input

Pretrained transformers generally have a context window of 512 (e.g. BERT , T5 ) or 1024 tokens (e.g. BART), which are sufficient lengths…

Aug 25, 2023

Long-Range Transformer with Unlimited Length Input

Aug 25, 2023

Large Language Models are just another hype

Since the latter part of the previous year, in the midst of a flurry of remarkable technological advancements, ChatGPT has risen as a…

Jul 15, 2023

Large Language Models are just another hype

Jul 15, 2023

Restrictive Freedom with Open Source Licensing

Do you know the concept of a “commons” or a shared resource that is accessible to everyone. In medieval times, villages would have a…

Apr 15, 2023

Restrictive Freedom with Open Source Licensing

Apr 15, 2023

Igniting a creative revolution with Generative Models

The creative revolution is about empowering individuals to express themselves in new and unique ways, and promoting diversity and…

Mar 28, 2023

Igniting a creative revolution with Generative Models

Mar 28, 2023

Deep Learning — Coding Patterns & Practises

In the field of Software Development, good coding patterns and practises are something which are religiously followed. They help make…

Feb 23, 2023

Deep Learning — Coding Patterns & Practises

Feb 23, 2023

Deep Learning Optimizers

The choice of optimization algorithm can depend on several factors, including the specific problem you’re trying to solve, the size and…

Feb 17, 2023

Deep Learning Optimizers

Feb 17, 2023

PyTorch important APIs

The heart of Pytorch DL Framework are its functional APIs which give access to various Neural Layers ranging from linear, convolution to…

Jan 15, 2023

PyTorch important APIs

Jan 15, 2023

Metrics for ML Model in Production

The dominant approach to creating ML systems is to collect a dataset of training examples demonstrating correct behaviour for a desired…

Jan 13, 2023

Metrics for ML Model in Production

Jan 13, 2023

Understanding the Attention mechanism

Language modelling is the task of generating next word given previous words of a sequence such as Autocomplete working in our mobile…

Jan 1, 2023

Understanding the Attention mechanism

Jan 1, 2023

Positional Encoding in Transformers

Transformer architecture is famous for a while having precisely designed components in itself such as Encoder-Decoder stack…

Dec 28, 2022

Positional Encoding in Transformers

Dec 28, 2022

Struggles in making error-free decisions

I will delve into the intriguing phenomenon of how the act of repeating false claims can inadvertently boost their credibility.

Dec 23, 2022

Struggles in making error-free decisions

Dec 23, 2022

Interrogating the design choices of Diffusion Architecture

If you are reading about generative modelling techniques used these days, then no doubt you would have encountered the term Diffusion…

Nov 27, 2022

Interrogating the design choices of Diffusion Architecture

Nov 27, 2022

Nikhil Verma

Nikhil Verma

Knowledge shared is knowledge squared | My Portfolio https://lihkinverma.github.io/portfolio/ | My blogs are living document, updated as I receive comments

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