u/Financial_Buy_2287

What would it take to get compute from govt? Why all GPUs allocated to only few labs?

Guys I am solo researcher and built novel attention mechanism which competed against heavily optimized transformers in OpenAI parameter golf competition.
Also, from same research I build quantization which beats Sarvam’s own compression on their Sarvam-30B model and my quantization scheme competes with most elite lab unsloth(their Q4_K_M).

I’m solo but you name the research lab and I’m willing to put my techniques head-to-head with any open source model/quantization. My lab name is ReinforceAI. I have 4 compressed models in huggingface(latest Sarvam-30B which got 2.2K downloads in 24 hours).

I’m trying to reach out to IndiaAI or govt of India for compute support but all I got is silence.
Idk tf is wrong with the system, why thousand crore invested only in 2-3 startups which still have no novel technique published.

I gave it all to build these techniques. But disheartened that on one side our govt says build sovereign and on other hand they don’t give a fuck about labs who really does the original work.

I have published results and both of my projects open-source but I have never seen even a single published research for so call unicorn AI labs of India. Don’t know how to navigate this. Don’t know tf is wrong with the system.

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u/Financial_Buy_2287 — 1 day ago
▲ 16 r/self

I came as skilled immigrant to USA. In 2023 I nearly lost my life in a deadly shooting. Right when I was about to go home to see my family, I got laid off from work. After victim of deadly assault, I got stuck in immigration process. Despite of having all the knowledge of AI, I was not allowed to work for 2 years until I got my work permit. No money for food or rent. By the time I got my work permit I already died inside by crying alone and couldn’t handle trauma of job and deadly assault and cannot tell anyone on this foreign land, some times sleeping hungry. I was ashamed to ask friends to buy a gallon of milk. I survived somehow but last two years changed everything about me. Now I’m having identity crisis of how to hide what happened when I’ll meet my family after 6 years. Immigration can fuck things up. I wasn’t allowed to work despite of having all the knowledge. I never did anything wrong. Zero crime ever. Came to USA legally. I feel it’s just not me anymore.

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u/Financial_Buy_2287 — 15 days ago