Viewing profile — kartoolOz

It's very hyper-parameter dependent, and in my testing didn't provide comparable performance to maxsim.

"कर्मण्येवाधिकारस्ते मा फलेषु कदाचन | मा कर्मफलहेतुर्भूर्मा ते सङ्गोऽस्त्वकर्मणि" - Bhagvad gita, chapter 2, verse 47. You have a right to perform your prescribed duties, but you a…

WebArena does this really well, called the "accessibility_tree" https://github.com/web-arena-x/webarena/blob/main/browser_en...

The Info extraction and Question Answering metrics are far worse than transformers though. They also say that in the blog "However, both Based and Mamba still underperform the stro…

Alphacode 2 technical paper claims to solve 43% of problems (77 problems from 12 codeforce competitions) performing 85%ile on all human participants. Caveat is deep in the technica…

Technical report: https://storage.googleapis.com/deepmind-media/gemini/gemini_... Nano-2 is 3.25b, and as per figure 3, nano-2 is roughly 0.6-0.8 as good as pro, and ultra is 1.05-…

Hi, Thanks for Open sourcing the code! I was trying to reuse the code especially the dynamic quantization per channel (int8 on gpu) but couldn't get it to work, i also checked out …

Would see great improvments in retrieval accuracy by finetuning e5-base-v2 or the newer leaders on mteb benchmark.

Vespa.ai is pretty crazy too, a bit unkown we run a huge vespa cluster serving 1k+ queries with <100ms latency ...

Hindu - is someone who practices Hinduism and identifies as such, its not a language, that's Hindi.

It's also rudimentary to think in binary that you can either be a programmer or a manager. Progressing in my career i am finding this duality to be incredibly constricting, I excel…

ML engineer with 10+ years experience, took voluntary break in Sep, started interviewing in Nov, interviewed at 6 companies to land 2 offers. Most companies have been having hacker…

Any idea how does it perform compared too Cassandra, Scylla other cloud offering wr.t maintainence, scaling, throughput, cost effectiveness ?

These are relatively easy to build and can be used for a variety of tasks like Entity Resolution, https://news.ycombinator.com/item?id=32825679

Even self hosted milvus supports this.

It's supports all CRUD operations, used pinecone as the vector storage and it's highly available and can be scaled to additional pods, existing solution was using zentity.

I recently had to solve the Entity Resolution Problem at my workplace, and here was how i went about it. Problem Statement: - Find the right entity for a query among ~50m entities.…

Negotiating the title and then researching salary bands for that title probably will give you more insight into what to expect, once you have a better understanding of their bands,…

Sidenote, been using pinecone for semantic search recently, and it's been a joyful experience.

Single X-ray session costs 4$ in my state in India

thanks for the reply, i used to be an sde2 at amazon previously, currently working at a top 50 by market size indian company.

I am an applied ML engineer with 10 yoe working in bangalore (95k$ cash + 56k$ stocks TC) , i got my canadian PR around an year ago. Contemplating on moving this year to Toronto si…

AMD 5900x, yup running a single process