Sandeep Rathod

Dedicated to design delightful experiences, am a Design Architect. my posts are my references and for my friends, followers. Happy to connect!

[Sandeep Rathod @inklingsutra]

We’re on Bandcamp. Follow us to be the first to hear when we release new music: https://t.co/hI2ChT38tJ

[AK @_akhaliq]

Microsoft just released TRELLIS 2

[Sandeep Rathod @inklingsutra]

We’re on Bandcamp. Follow us to be the first to hear when we release new music: https://t.co/hI2ChT38tJ

[Sandeep Rathod @inklingsutra]

@dreamingtulpa

[Sandeep Rathod @inklingsutra]

Checkout AI Art Weekly #119 by @dreamingtulpa https://t.co/ZCAsMRBgjz

[Google DeepMind @GoogleDeepMind]

Veo 2 is able to:
▪️ Create videos at resolutions up to 4k
▪️ Understand camera controls in prompts, such as wide shot, POV and drone shots
▪️ Better recreate real-world physics and realistic human expression

In head-to-head comparisons of outputs by human raters, it was preferred over other top video generation models. → https://t.co/ABazmNwBzY

[Sandeep Rathod @inklingsutra]

Listen now on #spotify - Psychedelic Experiences https://t.co/5CKRAxScoi

#PsychedelicExperiences #InklingSutra #Psytrance #NewMusic #ElectronicJourney #TranceVibes

[Sandeep Rathod @inklingsutra]

Find my track Psychedelic Experiences on Apple Music and other platforms here - https://t.co/qTzmFd9uie
#PsychedelicExperiences #InklingSutra #Psytrance #NewMusic #ElectronicJourney #TranceVibes

[Sandeep Rathod @inklingsutra]

NEW TRACK!!

https://t.co/6DPiHBxBRJ

[Elon Musk @elonmusk]

@MarioNawfal 😂

[Elon Musk @elonmusk]

🤨

[Andrej Karpathy @karpathy]

These 94 lines of code are everything that is needed to train a neural network. Everything else is just efficiency.

This is my earlier project Micrograd. It implements a scalar-valued auto-grad engine. You start with some numbers at the leafs (usually the input data and the neural network parameters), build up a computational graph with operations like + and * that mix them, and the graph ends with a single value at the very end (the loss). You then go backwards through the graph applying chain rule at each node to calculate the gradients. The gradients tell you how to nudge your parameters to decrease the loss (and hence improve your network).

Sometimes when things get too complicated, I come back to this code and just breathe a little. But ok ok you also do have to know what the computational graph should be (e.g. MLP -> Transformer), what the loss function should be (e.g. autoregressive/diffusion), how to best use the gradients for a parameter update (e.g. SGD -> AdamW) etc etc. But it is the core of what is mostly happening.

The 1986 paper from Rumelhart, Hinton, Williams that popularized and used this algorithm (backpropagation) for training neural nets:
https://t.co/f52IcDNitR
micrograd on Github: https://t.co/GaTd16jRnB
and my (now somewhat old) YouTube video where I very slowly build and explain:
https://t.co/EPGG6kd5Yz

[Sandeep Rathod @inklingsutra]

Wanna checkout a new dance track?

https://t.co/rU6t6c10cH

[Naïm @naimsassine]

Awesome tutorial by @NielsRogge on fine-tuning PaliGemma, a google vision-language model, on image to JSON use cases! Love the simplicity!
https://t.co/DjypFB6AXE

[Abhishek @HeyAbhishek]

ChatGPT can now create Flowcharts and Diagrams.

No more wasting hundreds of hours creating visuals for presentations or research papers.

Here’s how to do it for free in a few minutes:

[Shushant Lakhyani @shushant_l]

It has been just 2 weeks since OpenAI launched GPT-4o.

And the hype is unbelievable.

57 unreal examples you can't miss:

(23rd is my favorite)

[Rajni Rathod @Rajnirathod]

Arrogance Unleashed by @JWMarriottJuhu #QuanSpa staff that resulted in Public Humiliation of @ClubMarriott member and guest accompanying;Beware future customer of @ClubMarriott as it’s waste of money
for @JWMarriott @JWMarriottJuhu staff Treat your guests with respect

[Sandeep Rathod @inklingsutra]

New Track Alert! Ethereal Descent is available now on all music Platforms https://t.co/AThM8oWQzG

[Dreaming Tulpa 🥓👑 @dreamingtulpa]

Soon AI will help us animate images by simply clicking on an object within the image and adding a motion prompt!

10 cool examples:

[Sandeep Rathod @inklingsutra]

Alchemya is out now! Check it out here: https://t.co/HuzD75sI1Y