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Nandeesh

Nandeesh

I write about everything interesting.

Yours Truly.

LoRA - Low Rank Adaptation

Feb 7, 20248 min read65 views

Accelerate fine tuning of large models while consuming less memory · In the last part of Compression of NN[1], we delved into methods for reducing the...

LoRA - Low Rank Adaptation

Unconditional image generation

Dec 16, 20237 min read72 views

Part 2 - Coloring black and white images · In the realm of artistry, where creativity and imagination intertwine, a captivating scene often begins as a...

Unconditional image generation

Unconditional image generation

Nov 9, 20234 min read93 views

Part 1 - the diffusion · I know I'm late for the party. It's been a long time since the diffusion models have been introduced. There have been massive...

Unconditional image generation

Breaking Bits, a dive into bitwise NOT (~)

May 14, 20233 min read123 views

I was working on an ML model and I stumbled on the task of writing my loss function. Interestingly, I had to use a bitwise operator, among other...

Breaking Bits, a dive into bitwise NOT (~)

Compression of deep neural networks: P-1

Apr 17, 20235 min read40 views

Since the inception of the Deep Neural Network, their complexity has been increasing. For a small comparison, look at the table below...

Compression of deep neural networks: P-1

Do floating-point numbers really float in your computer?

Feb 5, 20235 min read95 views

We started the blog with a meme then you know we are doing something out of the box. If you have ever worked with floating-point numbers. In any...

Do floating-point numbers really float in your computer?