debug.with.vikas

Works on my machine.
Hot reload spoiled me.
Benchmarks opinions.
Senior Software Developer | Open Source

[h100envy @h100envy]

Google engineer explained how to fine-tune a tiny LLM from 46% to 90% accuracy on your phone in 21 minutes - better than $1500 on-device AI bootcamps.

pick Gemma 270M -> generate synthetic task data -> fine-tune with LoRA -> quantize to int4 -> deploy to Pixel and hit 2000 tokens per second.

That loop is how a 270M model beats a 70B one on your task, running fully offline in your pocket.

Gemma 270M + synthetic data + LoRA + int4 quantization + on-device runtime - that's the stack.

Watch and save it, then fine-tune your own tiny agent tonight.

[debug.with.vikas @debug_w_vikas]

Hey Instagram, please add a search bar to Saved Reels & Saved Audio. Finding one saved item among hundreds is frustrating. Search by creator, caption, or audio would make Saves much more useful. 🙏

#Instagram #FeatureRequest #UX #Reels #Creators

[debug.with.vikas @debug_w_vikas]

@Samaytwt Stomach can't eat it self

[debug.with.vikas @debug_w_vikas]

@Anaya_sharma876 sudo rm rf /

[debug.with.vikas @debug_w_vikas]

@ritu_twts Living

[debug.with.vikas @debug_w_vikas]

@kaaaash____ Assembly

[debug.with.vikas @debug_w_vikas]

@DINESHVERM578 Delete your account first

[debug.with.vikas @debug_w_vikas]

@EmilySm43 Buy marse

[debug.with.vikas @debug_w_vikas]

@karthikponna19 Buy new one

[debug.with.vikas @debug_w_vikas]

@ayesha_fatiima Assembly

[debug.with.vikas @debug_w_vikas]

@Sakshi50038 Buy 2-3 buffaloes and start dairy production you will get 3 lpa 😅 (inhand)

[debug.with.vikas @debug_w_vikas]

Level up your local dev 🚀
Go Live Pro brings a full browser + powerful DevTools right inside VS Code.
⚡ Hot reload
📱 Responsive testing
🎥 Screencast
🗂️ Multi-root support

Built it. Shipped it. Now it’s yours ❤️
Check it out: https://t.co/d3SWHW9O4h
#VSCode #WebDevelopment

[debug.with.vikas @debug_w_vikas]

@justbyte_ Yes

[debug.with.vikas @debug_w_vikas]

@SANDY4AYU Hi

[debug.with.vikas @debug_w_vikas]

@therahul4402 Money

[debug.with.vikas @debug_w_vikas]

@Anaya_sharma876 C++

[debug.with.vikas @debug_w_vikas]

@justbyte_ Use washing machine

[debug.with.vikas @debug_w_vikas]

@psomkar1 Now I only think about system design and prompt

[debug.with.vikas @debug_w_vikas]

@dev_maims Anthropic

[debug.with.vikas @debug_w_vikas]

@RusticStack @heyblake it take too much time to load