Sagar Uprety

@JayaGup10 @vaibhav_pandey - have you read this?

@vaibhav_pandey thanks, got it now.

@SagarUprety My intuition - skills are useful because there are certain paths which the models are not being able to travel without detailed and specific guidance so you document these paths - these documents can be incredibly useful to evaluate and improve model capabilities on these paths

Claude skills seem incredibly useful (much more than sub agents), and a great way to crowdsource task oriented data collection :)

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@AbdelkareemElk1 @NirantK Thanks for the info!

okay hear me out: dspy wrapper but for text classification which just fixes your f1-macro

@fooobar That's like reverse of autoencoding.

Are we chasing the right goals 🤔

@prathameshr955 hi, that's not me.

MLH Coach @SagarUprety revamping the hackathon scene! Getting ready for a fresh wave of creativity, collaboration, and code mastery. Let's make this hackathon the best one yet! 💻✨ #MLH #Hackathon #HackByte #Logitech

@TheTuringPost Langsmith for monitoring is missed. Also, I would say MLFlow and W&B belong to monitoring rather than Orchestration.

Did we miss any?

The FMOps infrastructure stack visualized. 13 foundation model providers: - @GoogleAI - @cohere - @AnthropicAI - All open-source on @huggingface - @AI21Labs - @xai - @OpenAI - @inflectionAI - @01AI_Yi - @AIatMeta - @MistralAI - @Baidu_Inc - @StabilityAI turingpost.com/p/recap2fmops

@DheerajSanghi @nileshtrivedi Indeed, policy makers need to monitor and anticipate the market trends for both seat matrix optimisation and even the curriculum too. Some models followed elsewhere in the world can be studied. I like the US model of choosing the major in the final years of graduate studies.

@SagarUprety @nileshtrivedi And my take is that as a nation, we need to have either policy or market forces operate in a way that number of graduates in each discipline are more than the need, but I wouldn't ask an individual college to do this.

My latest blog. How does a hard working school student get into the habit of copying every assignment/project in an engineering college. (There are a lot of posts on this on X, and I decided to put all ideas in one place rather than 10s of tweets.) dsanghi.blogspot.com/2024/04/progre…

@DheerajSanghi @nileshtrivedi Educational policy makers and leading institutes need to be dynamic in adjusting the institute resource allocation in every few (maybe 10?) years. E.g. its not that CS roles will always be in as much demand as AI might eventually start automating some roles.

@DheerajSanghi @nileshtrivedi I believe there will always be more jobs for certain engineering branches than others. E.g. CS roles are in more demand because creation of CS products and services is orders of magnitude less capital extensive than some of the core branches.

@DheerajSanghi @nileshtrivedi Not sure about the private universities, but for the public ones, the seats for CS are less or equal to some other disciplines. josaa.admissions.nic.in/applicant/seat….

@SagarUprety @nileshtrivedi The number of seats in CS related programs is much more than the number of students applying for them. A lot of private universities have seats in 4-digits in these programs. As a result, unemployment in CS is higher than unemployment in most other disciplines.

@nileshtrivedi @DheerajSanghi Yes indeed, asking 17 yr olds to choose one of the engineering branches when they have no idea of what Mechanical or Civil coursework entails, doesn't make any sense. Also, why should there be similar no. of seats in every branch when the jobs available r not in same proportion?

Well said. IMHO, another factor is that engg branch choice is rarely well thought out. The standard advice is to get into the best college you can, whatever branch it is. And go after CS, because it pays the best, not because you truly are passionate about it. This lack of genuine interest in the courses one is taking, makes it easy to justify cheating on assignments etc to oneself. Getting a degree is just means to an end, and therefore, taking shortcuts it gaming the system is rationalized. We do a disservice to students by asking them to take life-altering decisions at the age of 17. Our programs must offer flexibility of dropping courses, changing specialization, taking gap years and resuming education after the gap and so on. I believe the new NEP is taking good steps towards this.

@GregKamradt To make it even better, one can fine-tune a smaller (open-source) LLM on hundreds of existing public repos on github.

Idea: Help devs/companies revamp their github README.md Way to many projects shoot themselves in the foot Poor communication on the project landing page (one of their most valuable conversion tools)

@moderndatastack Yes, done that. Thanks.

@SagarUprety Hey Sagar! Thanks for sharing the event. Can you please open your dm?

Excited to attend the Modern Data Summit organised by @moderndatastack! Can't wait to connect with data industry leaders and learn about the latest trends and innovations in the field! moderndatastack.xyz/summit #moderndatastack23

@krishnakolidoc @andrewmeyerson To many recent expats from India in UK, NHS is a huge shock. It takes weeks to get an appointment, weeks for a basic blood test. In India, you walk upto any doctor, get blood test n report same day n start treatment next day. We dread falling ill in this country.

@andrewmeyerson Thanks for speaking out in favour of #NHS I came from India and I know how financial benefits drive private healthcare could be!

I spoke to CBS News in the US about why NHS workers in the UK are on strike and why even under enormous stress, our publicly-funded NHS still beats their privatised one. #SOSNHS #NHSstrikes #NursesStrike

@BrianFeroldi Great thread. One suggestion - it would be better if you also mention that this thread is applicable to USA based people. As the ones outside USA would have no clue of what a ROTH or a Coverdale means, nor would they benefit from them.

Yield-curve inversion. Debt payments skyrocketing. Layoffs soaring. 2023 could be a brutal year. Follow this framework to make your personal finances recession-proof:

#ChatGPT - I asked it to write poems about the cricket teams of India and England respectively at the 2019 cricket world cup. The poems rhyme well but they are quite similar. However, it catches an important point - that England won and India lost in the semi-final! Incredible!