From T9 to ChatGPT/ ML Engineer on How Language Models Work and Myths Around AI
8,285 views
About :
At Highload++, after Ira's talk on language models, there was a huge line of people wanting to ask questions. It seems like in 2023, everyone was talking about ChatGPT, but no one figured out what's under the hood of LLM. We caught Ira in the kotelov podcast studio to chat about her adventures in the world of Data Science — learned how she fine-tunes AI, figured out in what questions you can trust ChatGPT and learned how to hack a language model Valery Kotelov invited Irina Nikolaeva to visit — the lead of the ML direction at Raft, where she integrates LLM models into real products Voiceover of the intro — announcer, pitch coach Dmitry Chumak https://t.me/+uM_zjrPjiadmYTky Subscribe to incredible news, super vacancies and internships https://t.me/+MXmuoFyL5hxiOWVi Discuss the project https://t.me/kotelov_com Send CV [email protected] or https://kotelov.com/hr/ Merch store https://kotelov.com/merch/ Ira's cart - https://t.me/pansy_77 Blog companies https://habr.com/ru/companies/raft/ar... TG-channel Raft about AI - https://t.me/kokuykin https://huggingface.co/spaces/lmsys/c... Inside: 00:00 Start 01:23 How language models have changed: From T9 to ChatGPT 06:49 Where does the trend for LLM language models come from? 11:37 Can a neural network be a doctor? 17:11 Advantages of language models of large language models over other technologies 20:22 Turing test: how to understand that you are communicating with a neural network 22:56 How personal data can leak from a language model 27:46 Tuning a language model: what features can be attached to LLM 29:19 How one data scientist can assemble his own call center from neural networks 46:15 Transition from ChatGPT and Llama: the difference in the promting of language models 49:12 What is the difference between ChatGPT and Llama 50:04 Benchmarks for language models. How to understand which LLM model is better 51:37 Data protection using an LLM model 54:47 About LLM fine-tuning 56:32 Can ChatGPT leak data? 58:57 Implementation of LLM in real production 01:09:38 Optimization of existing language models 01:17:02 What education does Ira have 01:19:23 Does a data scientist need an education? #neuralnetwork #chatgpt #interview #chatgpt #llm #llama #chatgptplugins #neuralnetwork #promting #valerykotelov #kotelov #kotelov #chatbot #languagemodels
420,236 views 2 days ago
101,877 views 2 days ago
231,122 views 1 day ago
1,067,818 views 7 days ago
655,087 views 4 days ago
1,127,486 views 6 days ago
482,615 views 6 days ago
154,002 views 2 days ago
Google AdSense
336 x 280
336 x 280
Up Next
Azad Soz
222,091 views
2 days ago
2 days ago
AzadliqRadiosu
4,304 views
2 hours ago
2 hours ago
ATV Show
195,227 views
8 days ago
8 days ago
ARB TV
124,013 views
3 weeks ago
3 weeks ago
Baku TV
78,225 views
9 days ago
9 days ago
What did Ahu Tuğba's daughter Anjelik inherit! Were the phones cut off after her mother passed away?
Magazin News
751,097 views
6 days ago
6 days ago
Künc-Bucaq
83,999 views
7 days ago
7 days ago
ATV Show
14,175 views
4 hours ago
4 hours ago
Димна завеса с Александър Сивилов / Smoke screen
52,132 views
9 hours ago
9 hours ago
Rehman Melikli
38,781 views
4 months ago
4 months ago
Rehman Melikli
20,971 views
3 days ago
3 days ago
Димна завеса с Александър Сивилов / Smoke screen
52,132 views
9 hours ago
9 hours ago
Nail Kemerli
535,377 views
2 years ago
2 years ago
Rehman Melikli
104,370 views
4 months ago
4 months ago
AZTV Xəbər
23,511 views
9 hours ago
9 hours ago
AzVision. Az
1,207,814 views
7 years ago
7 years ago
AzadliqRadiosu
4,304 views
2 hours ago
2 hours ago
Mircavidan Niftullayev
168,842 views
9 months ago
9 months ago
Nail Kemerli
431,668 views
2 years ago
2 years ago
AStar
122,646 views
4 weeks ago
4 weeks ago
Rehman Melikli
200,851 views
10 months ago
10 months ago
Google AdSense
336 x 280
336 x 280