initlayers

21 UG • Image Denoising @IITGoaofficial • Research Intern @IIIT_Hyderabad • MLOps + LLMs + Anything Tech

[initlayers @initlayers]

That's a dangerous amount of power sitting in a dropdown menu.

Time to build a $1B Saas with no mistakes.

[initlayers @initlayers]

@sharpeye_wnl I hope he's okay 🙏🏻

[initlayers @initlayers]

Guys, I paid for X Premium more than 18 hours ago and it still hasn't activated.

The support system is almost entirely automated and I can't figure out how to contact an actual human. Has anyone dealt with this before? What should I do?

[initlayers @initlayers]

@Pritamstudyai I dunno how to look for it in Ubuntu. Else I would've told you.

[initlayers @initlayers]

Back in the lab after a very long time. Let's get some work done.

[initlayers @initlayers]

@thecalendre In the readme.MD, I would expect a dedicated section.

[initlayers @initlayers]

Is there some universal Linux command to download files from literally everywhere?

Every repository has its own weird way of downloading things. Sometimes wget works, sometimes curl, sometimes gdown, sometimes git clone, sometimes nothing works and I end up asking ChatGPT again.

[initlayers @initlayers]

@heftymouse I should try this maybe. I've heard many times.

[initlayers @initlayers]

@1213421dw Yes. It actually is.

[initlayers @initlayers]

My guide figured out a research direction, so today started with revisiting the fundamentals again.

Spent the morning studying Gradient Descent, Backpropagation, Vanishing Gradients, and Exploding Gradient problems. Now I still have 4 more articles to go through.

[initlayers @initlayers]

@lazy_maxxing Happy to know. It's quite hard to remember everything all the time.

Thanks :⁠-⁠)

[initlayers @initlayers]

@lotsofmatata Makes sense. It's quite easy to forget things.

Thanks :⁠-⁠)

[initlayers @initlayers]

@harrykesh067 I'll try this. Maybe it should help.

[initlayers @initlayers]

@harrykesh067 That was the plan but at the moment I am working on a little component that can fit every existing architecture.

[initlayers @initlayers]

@Chirotpal That's a bold claim. Maybe I should give it a shot.

[initlayers @initlayers]

Built 2 more small workflows on LangGraph this morning.

The framework feels surprisingly intuitive once you understand the state flow properly. Before jumping into advanced agentic systems, I'm actually thinking of building something practical first.

Maybe a workflow for writing posts on X.

Like starting with a rough thought in mind, then passing it through multiple LLM calls for refinement, tone adjustment, engagement optimization, and polishing before generating the final post. Sounds unnecessarily fun to build.

[initlayers @initlayers]

Top: benchmark
Bottom: modification

I went into the meeting today with 3 different ideas to solve the problem. Two got destroyed almost immediately. Only one survived.

Now the entire thing depends on whether this modification actually works well in experiments or not.

[initlayers @initlayers]

@OjasSharma276 @jmnovus Congratulations to your friend!! 😁

[initlayers @initlayers]

@shookscooks CFBR

[initlayers @initlayers]

@Parthak32315 That's a difficult situation. Linux got our backs.

[initlayers @initlayers]

@Parthak32315 Is must be smooth?

[initlayers @initlayers]

@Parthak32315 Crazy bro. What distro is that?