Lady Bytes – Telegram
Lady Bytes
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💎Passion: Math & Data, Entrepreneurship
👒Ambassador WTM|WSA|WiDS & Founder @QizlarAI
🌷AI PM

https://www.linkedin.com/in/marjona-rakhmatillaeva/

Here: ☘️my healthy lifestyle, 🧬science journey, 🧲global chances, 📖book notes, 🎧podcasts

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Durov Telegram haqida

Informativ suhbat.
Moskva, Berlin, SA, Singapur emas, Dubai Telegram uchun bosh ofis.
Shunday katta platforma uchun atigi 30 ta xodim, lekin eng zo'r mutaxassislar.
Durov Telegramda ham Product Owner, ham HR, ham Designer va boshqa rollar. Akasi matematika, algoritmlashda pro.
Organik o'sish, hech qanday reklamalarsiz.

https://youtu.be/1Ut6RouSs0w?si=CkN5IQBp-Cugq1pS

@ladybytes
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Open source vs Commercial Models

I’m making a list of things to consider when using open source models and commercial models. Here’s what I have currently. What else should I add?

Considerations for commercial models

1. Data privacy: employees might accidentally include company’s private data in the prompt, e.g. when Samsung employees accidentally leaked the company’s secrets using ChatGPT.

2. Functionality: proprietary models might have important features like function calling and JSON mode. However, most model providers have no or limited logprobs (log probabilities) API. Logprobs are very useful for classification tasks, evaluation (confidence scoring), and interpretability.

3. API cost: API calls can get expensive at scale.

4. Finetuning: model providers might not let you finetune their models. Off-the-shelf, commercial models might be better for your use case, but might not be as good as open source + finetuning.

5. Edge use cases: can’t work for use cases on devices that have no Internet connection.

Considerations for open source models

1. Data lineage/copyright: people are less likely to sue open source model builders for training on copyrighted data. However, if you use these models to make money, you can get in trouble.

2. Functionality: hosting your models gives you access to logprobs and other intermediate outputs. There are external tools that provide function calling and constrained sampling for certain open source models, but these features might be limited.

3. Engineering cost: hosting and optimizing large models takes nontrivial time, talent, and engineering effort. APIs are expensive, but engineering can be even more so. This can be mitigated by using model hosting services if they support the models you want to use.

4. Finetuning: in theory, you can finetune open source models, but it might not be easy to do so.

From LinkedIn

@ladybytes
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Nega ingliz tilida prompt so'ralgan va javob berilgan bo'lsada, "Izohlar tahlil qilinmoqda" deb o'zbek tilida avtomatik yozib qo'yilgan?

Bu "bug"mi chatgpt dagi?
2024 Count:

Failure: 21
Success: 3

will be somehow casual blog
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Menga yoqqan kinolar

Akeelah and the bee

The pursuit of happyness

Homeless to Harvard

Bu kinolar sizga biroz bo'lsada, ilm olishda, o'z yo'lingizda davom etishga turtki beradi.


@ladybytes
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Tangible Tuesday

I believe that the synergy of physical and mental activity are both equally important to live healthy life.


Ok, most people do mental activity but what about physical? In this case I try my best as well. For example, everyday I do jogging👟, every week nordic walking🥢 and darts🎯, sometimes table tennis🏓. Today I participated in the selection of table tennis club at our university. Some sweat, intensity, focus, energy I got & give. 2 loss & 1 win:)

Software Construction class. Some new info I learned: CUDA programming, julia sets, designing specs, debugging.

In May, I started #5 book of 2024 for me - Good to Great. From the beginning it is literally impressive to see how the author is proving his thoughts with deep researches.

That is for today.

@ladybytes
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Bugun Yakshanba.
Savol-javob qilamiz.

Today is Sunday.
Let's do AMA (Ask Me Anything)

http://t.me/anonaskbot?start=ladybytes

©️meme - Latofat opa kanalidan olindi
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У тебя новое анонимное сообщение!

Assalomu alaykum. Startup ingizni davom ettiryapsizmi?

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Va alaykum assalom. Hali bir qarorga kelmadim. O'rganishim kerak bo'lgan ko'p narsalar bor ekan.
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У тебя новое анонимное сообщение!

where are you from(region)?

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Samarkand
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У тебя новое анонимное сообщение!

Salom suniy intelekt sohasida ish olib borgapsizmi masalan suniy intelektdan kursini tugatganlar qanday ish olib borishi mumkin man mohirdevni kursini tugatgan bo'lsam man o'zim pro deb ayta olmayman mohirdevda boshlang'ich bilimlar ulashgani ilm tajriba ortirganim uchun qanday yana qo'shimcha tajriba ortirish mumkin?

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O'rganganlaringizni amalda ishlating, proyektlar qilib ko'ring, Kaggle da to'lib yotibdi ma'lumotlar. Yana yangi narsalarni o'rganib, murakkabroq ishlar qilib ko'ring AIda. Birinchi ishni topishda ham aynan mustaqil qilgan loyihalaringizga qaraladi.
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У тебя новое анонимное сообщение!

Assalomu alaykum, software engineer bulish uchun qaysi tillarni maslahat beras, masalan pythonni olsak uni nimalarini urganish kk, qayerigacha

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Aynan qayerigacha o'rganish kerak degan chegara qo'ymang o'zingizga. Biz tez rivojlanib o'zgarib boryotgan dunyoda yashamoqdamiz. Biror bilimni o'rganib, oxirigacha tugata olmaydi inson ba'zan. Software Engineer degani faqat 1 ta tilni o'rgandi, bo'ldi, degani emas. Data Structures and Algorithms, System Design larni ham bilish kerak. Men hozir juda umumiy javob aytdim. Gigant tech kompaniyalarda ishlaydigan Azimjon Pulatov, Vohid Karimov, Jahongir Rahmonovlarni kuzatsangiz yana ko'p narsalarni o'rganishingiz kerakligini anglaysiz. Hammasi maqsadingizga va qay darajadagi SE bo'lishingizga bog'liq.

https://news.1rj.ru/str/jakhonrakhmonov/467
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У тебя новое анонимное сообщение!

Instagram ishlatisizmi?

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Ha
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У тебя новое анонимное сообщение!

Github bilan linked profilingizni Tashay olasizmi?

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LinkedIn: https://www.linkedin.com/in/marjona-rakhmatillaeva/
Github: https://github.com/Marjonagit
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У тебя новое анонимное сообщение!

O’zbekistonda AI ni kursini o’qiganlar qayerda ishlashligi mumkin

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Kursni o'rgnish bilan, ishga joylashishi aniq degani emas. Siz qanchalik praktikal ishlar qilganingizga bog'liq. ML community da ko'p internship lar e'lon qilishadi AI ga taaluqli. Shularga topshirib ko'ring.
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У тебя новое анонимное сообщение!

Ipad da wordda ishlatiladigan yaxshi prog.larni bilasizmi?

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Pages bo'lsa kerak
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У тебя новое анонимное сообщение!

Blogingizda lifestyle ham qilib turing😊 biz uchun qiziq

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Mayli. Harakat qilaman.
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У тебя новое анонимное сообщение!

Yana bir qiziq savol siz suniu intelektdan ham ishlab turasizmi birorta maqola va tadqiqotlar olib borish shunga o'xshagan?

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Albatta ishlataman AI tool larni, yordam olaman, tekshirish uchun, savollarimga javob olish uchun. AI tools are my free robotic 24/7 mentor.
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