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Изходен канал @clockstackwheels · Post #367 · 30.05

Поговорим про ML. Пару дней назад вышла новость о том, что в продажу поступила первая русскоязычная книга, половину текста в которой написала нейросеть ruGPT-3. А до этого вы все наверняка натыкались на очень яркие записи про Dalle и Imagen, где нейросеть по описанию рисует картинку, и получается очень любопытно. Такими темпами скоро нейросети превратятся в крипту: высокотехнологичную вещь, о которой, однако, в среде приличных технарей лучше не упоминать. Потому что то, каким образом это используется, и то, какой образ этому создают в массах, расходится не только с реальностью, но и с определённым уровнем вменяемости. Кстати, ML ещё и может ярко демонстрировать эффект Даннинга-Крюгера. Мем про "Ты чё, пёс, я математик!" нифига не шутка. Человек может считать себя крутым программистом, если научился комбинировать чужие библиотеки на питоне. Хотя на самом деле простейшую практическую задачу решить не способен -- я с такими сталкивался лично. ML-щики вообще пихают свои нейросети куда ни попадя, считая, что это волшебная таблетка и швейцарский нож для любых ситуаций. Мне рассказывали случай, когда на хакатоне по работе с данными выиграл человек, который просто аккуратно вручную подобрал нужные зависимости в Excel :) Глобально же нейросетями пытаются решать три вида задач: 1. Информации в вопросе много, а в ответе нужно мало. Например, распознавание образов и символов. Подбор значений каких-нибудь коэффициентов. Приложение "Хотдог или не хотдог" из сериала Кремниевая Долина. Обычно нейросети справляются с таким очень хорошо. Рукописный ввод распознают шикарно, по фото могут назвать породу собаки, математические формулы читают. Но важно понимать, что под капотом даже у такой нейросети не возникает никаких понятных вам символов. Например, при распознавании рукописного ввода случайный набор пикселей, не имеющий для человека смысла, может быть с той же степенью уверенности интерпретирован нейросетью, как совершенно чёткая буква А. Просто мы на такой случайный набор не попадаем почти всегда, и поэтому всё ок. 2. Информации в вопросе средне, и в ответе нужно средне. Как правило, это предсказание, восстановление недостающих данных, улучшение качества фото, раскрашивание ч/б. С такими задачами нейросети справляются уже средненько. Улучшенный нейросетью снимок сразу видно. Предсказание лишь ненамного точнее, чем случайный выбор. Польза в том, что в обращении такие сети просты, а результат всё-таки дают. Но не стоит их переоценивать. Например, сюда можно отнести задачу суммаризации текста (по большому объёму текстов тебе печатают выжимку). Мои товарищи в одном чате несколько дней игрались с ботом-суммаризатором, и в основном половина написанных им фраз это просто мусор и ерунда для ржача. Но в другой половине всё-таки какой-то совсем небольшой смысл проглядывался. Недостаточный для того, чтобы задалбывать этим ботом участников чата (привет, ребята :) ), но не абсолютный рандом. 3. Информации в вопросе мало, а в ответе нужно много. Это генерация данных: вот как раз написание текстов, составление рисунков, логотипов и так далее. Так вот, по моему скромному, но всё-таки хоть немного компетентному мнению, в таких вопросах нейросети выдают полную херню. И хвалёная логотипная нейросетка Лебедева — тоже полная херня. И распиаренная GPT ничего толкового не пишет. Когда читаешь примеры в новостях-анонсах, сразу думаешь: "Вау, как круто!". Но когда пробуешь сам: ruGPT-3 по уровню осмысленности где-то чуть ниже "Яндекс.Рефератов", если помните такой сервис и суть его работы. Я не знаю, будут ли сети по созданию изображений работать так круто (сейчас доступа к ним ни у кого нет), но книга в соавторстве с человеком стала возможна только по той причине, что в качестве человека взяли Павла Пепперштейна, который берёт случайные комбинации словосочетаний и выдаёт это за литературу. Поверьте: человечество пока что в безопасности касательно захвата машинами. #dev

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Намерени 31 подобни публикации

Търсене: #advanced

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English From Zero to Hero

@Learn_English_from_Zero_to_Hero · Post #58755 · 17.12.2024 г., 17:47

🔆#Advanced🔆 ⚜ADVANCED KEYWORDS TRANSFORMATION⚜ 🔸Can you speak louder please as I cannot hear you? ▪️MIND Would ................................................................................................. up as I cannot hear you. 🔸You look very similar to your grandmother. ▪️REMIND You ................................................................................................. your grandmother. 🔸She went to work even though she caught the flu. ▪️COMING In ................................................................................................. the flu, she went to work. 🔸I’ll set two alarms in case I wake up late. ▪️ORDER I’ll set two alarms ................................................................................................. wake up late. 🔸We finally agreed on what to do next. ▪️REACHED In the end, ................................................................................................. what to do next. 🔸I kept quiet so that I wouldn’t wake the baby. ▪️AVOID I kept quiet in ................................................................................................. the baby. 🔸I don’t think Rory will win the tournament. ▪️LIKELIHOOD There ................................................................................................. the tournament. 🔸Aly was disappointed not to win first prize. ▪️CAME It ....................................................................................... not to win first prize. 🔸I had no idea that she was so upset. ▪️KNOW Little ....................................................................................... that she was so upset. 🔸It’s the last time I’ll eat in this so-called restaurant. ▪️WILL Never ....................................................................................... in this so-called restaurant. ▪️I could not reach Mark by telephone. 🔸MANAGE I ....................................................................................... through to Mark by telephone. ▪️We left too late and that’s why we missed the flight. 🔸SET If ....................................................................................... we wouldn’t have missed the flight. ▪️You can trust her to support you if you need it. 🔸UP You can count ....................................................................................... if you need it. ▪️War is on the point of starting in the region. 🔸ABOUT War ....................................................................................... out in the region.

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TOEFL SKILLS & EXERCISES

@TOEFL_EXERCISES · Post #18981 · 19.02.2025 г., 18:35

🔆#Advanced🔆 🔶 ADVANCED KEYWORDS TRANSFORMATION 🔶 ⚜People suggested that Michael complain. 🔅ENCOURAGED Michael ................................................................................................. complaint. ⚜She finds it easy to learn languages. 🔅COMES Learning languages ................................................................................................. her. ⚜It seems that we misunderstood the rules. 🔅BEEN There seems to ................................................................................................. the rules. ⚜Sara tends to talk a lot more than Adrian. 🔅NOWHERE Adrian is ................................................................................................. as Sara. ⚜There will surely be people who oppose the plan. 🔅BOUND There are ................................................................................................. to the plan. ⚜It was not in any way easy to find work here. 🔅MEANS By ................................................................................................. to find work here. ⚜“It’s not my fault.” he said. 🔅PUT “Don’t ................................................................................................. me!” he said. ⚜Not many suggestions were made at the meeting. 🔅FORWARD Very ....................................................................................... at meeting. ⚜I tried everything I could to stop eating chocolate. 🔅UTMOST I ....................................................................................... out chocolate. ⚜If I could work in fashion, that’s what I would like to do. 🔅OPPORTUNITY If I ....................................................................................... so, I would like to work in fashion. ⚜I’m too lazy to cook most evenings. 🔅BOTHERED I ....................................................................................... most evenings. ⚜Pep first played for Barca and then became the coach. 🔅WENT Pep ................................................................................... the coach after playing for Barca. ⚜They should have completed the work last month. 🔅DUE The work ....................................................................................... last month. ⚜She hasn’t mentioned the divorce to me yet. 🔅MENTION She has ....................................................................................... the divorce to me yet.

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TOEFL SKILLS & EXERCISES

@TOEFL_EXERCISES · Post #18590 · 20.12.2024 г., 20:36

🔆#Advanced🔆 ⚜ADVANCED KEYWORDS TRANSORMATION ⚜ 🔶We have to appreciate our planet more before it’s too late. ▪️GRANTED We must stop ................................................................................................. before it’s too late. 🔶Could you take a quick look at this report for me? ▪️EYE Would you mind ................................................................................................. for me? 🔶My manager has made me responsible for opening and closing the shop. ▪️PUT I ................................................................................................. opening and closing the shop. 🔶My father and I disagree on politics. ▪️SEE I don’t ................................................................................................. my father on politics. 🔶You have to consider the weather when you visit Ireland. ▪️WORTH The ................................................................................................. mind when you visit Ireland. 🔶Why didn’t you tell me about it sooner? ▪️BROUGHT You ................................................................................................. my attention sooner. 🔶It’s impossible for us to get there in time. ▪️STAND We ................................................................................................. there in time. 🔶We couldn’t enter the club because we got there late. ▪️TURNING On ......................................................................................., we couldn’t enter the club. 🔶I’m certain eating junk food affects your health. ▪️BOUND Eating junk food ....................................................................................... on your health. 🔶Your advice was so helpful that I passed the interview. ▪️SUCH You ....................................................................................... that I passed the interview. 🔶Everyone in her field of work admires her. ▪️LOOKED She ....................................................................................... everyone in her field of work. 🔶I wish I had followed your advice. ▪️REGRET I ....................................................................................... your advice. 🔶I’m afraid there is no more tickets left. ▪️RUN I’m afraid we ....................................................................................... tickets. 🔶I managed to persuade her to join us. ▪️TALKING I succeeded ....................................................................................... joining us.

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TOEFL SKILLS & EXERCISES

@TOEFL_EXERCISES · Post #18573 · 17.12.2024 г., 17:43

🔆#Advanced🔆 ⚜ADVANCED KEYWORDS TRANSORMATION ⚜ 🔸I thought that you didn’t like social media. ▪️UNDER I ................................................................................................. you didn’t like social media. 🔸“You are similar to your father.” he said to me. ▪️AFTER He ................................................................................................. my father. 🔸People suggested several good ideas at the meeting. ▪️FORWARD Several ................................................................................................. at the meeting. 🔸We have changed the wedding date from the 13th to the 11th. ▪️BROUGHT The wedding date ................................................................................................. two days. ▪️She was going to meet me today but it seems she’s decided not to. 🔸MIND She seems ................................................................................................. meeting me today. ▪️Our WiFi has not been working well lately. 🔸UP Our WiFi ................................................................................................. late. ▪️You have to work hard if you want to reach the same level as her. 🔸CATCH Only by ................................................................................................. with her. ▪️The reason sea levels are rising is to do with climate change. 🔸BLAME Climate change ....................................................................................... sea levels. ▪️The only thing we could do was wait. 🔸OPTION We ....................................................................................... wait. ▪️The match was cancelled because of the violent storm. 🔸LED The violent storm ....................................................................................... of the match. ▪️I will feel satisfied when I’ve passed my exam. WILL 🔸Only when I ....................................................................................... feel satisfied. ▪️I played video games for the whole afternoon. 🔸SPENTI ....................................................................................... video games. ▪️I was very surprised to see Mario at the event. 🔸BY I ....................................................................................... see Mario at the event. ▪️It’s a pity our holiday did not go as planned 🔸GONE I wish ....................................................................................... plan.

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TOEFL SKILLS & EXERCISES

@TOEFL_EXERCISES · Post #18518 · 05.12.2024 г., 07:53

🔆#Advanced🔆 ⚜ADVANCED KEYWORDS TRANSFORMATION⚜ 🔸Can you speak louder please as I cannot hear you? ▪️MIND Would ................................................................................................. up as I cannot hear you. 🔸You look very similar to your grandmother. ▪️REMIND You ................................................................................................. your grandmother. 🔸She went to work even though she caught the flu. ▪️COMING In ................................................................................................. the flu, she went to work. 🔸I’ll set two alarms in case I wake up late. ▪️ORDER I’ll set two alarms ................................................................................................. wake up late. 🔸We finally agreed on what to do next. ▪️REACHED In the end, ................................................................................................. what to do next. 🔸I kept quiet so that I wouldn’t wake the baby. ▪️AVOID I kept quiet in ................................................................................................. the baby. 🔸I don’t think Rory will win the tournament. ▪️LIKELIHOOD There ................................................................................................. the tournament. 🔸Aly was disappointed not to win first prize. ▪️CAME It ....................................................................................... not to win first prize. 🔸I had no idea that she was so upset. ▪️KNOW Little ....................................................................................... that she was so upset. 🔸It’s the last time I’ll eat in this so-called restaurant. ▪️WILL Never ....................................................................................... in this so-called restaurant. ▪️I could not reach Mark by telephone. 🔸MANAGE I ....................................................................................... through to Mark by telephone. ▪️We left too late and that’s why we missed the flight. 🔸SET If ....................................................................................... we wouldn’t have missed the flight. ▪️You can trust her to support you if you need it. 🔸UP You can count ....................................................................................... if you need it. ▪️War is on the point of starting in the region. 🔸ABOUT War ....................................................................................... out in the region.

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TOEFL SKILLS & EXERCISES

@TOEFL_EXERCISES · Post #18159 · 16.10.2024 г., 06:49

🔆#Advanced🔆 ⚜KEYWORDS TRANSORMATION⚜ 🔆I’m not used to staying up so late during the week. 🔅UNUSUAL It ................................................................................................. up so late during the week. 🔆The wind was so strong that many trees fell. 🔅STRENGTH Such ................................................................................................. that many trees fell. 🔆I do not intend to tolerate his nonsense. 🔅PUTTING I have ................................................................................................. with his nonsense. 🔆I don’t mind if we stay in touch or not. 🔅DIFFERENCE It ................................................................................................. we stay in touch or not. 🔆It is very important for you to pay attention. 🔅UTMOST It ................................................................................................. that you pay attention. 🔆I only understood the grammar when she explained it. 🔅DID Only when ................................................................................................. the grammar. 🔆The weather was better than we had expected. 🔅OUT The weather ................................................................................................. we had expected. 🔆It’s common for me to fall asleep early most nights. 🔅TENDENCY I ....................................................................................... early most nights. 🔆Rafa is much better at playing tennis than me. 🔅NOWHERE I ....................................................................................... tennis player as Rafa. 🔆She didn’t get the job because she didn’t speak French. 🔅NOT On ....................................................................................... she didn’t get the job. 🔆I don’t care what they decide to do. 🔅CONSEQUENCE It ....................................................................................... what they decide to do. 🔆I woke up early because I was afraid of missing the bus. 🔅FEAR I woke up early ....................................................................................... miss the first bus. 🔆It was heavy rainfall that caused the flooding. 🔅ABOUT The flooding ....................................................................................... heavy rainfall. 🔆I would rather not go out this evening. 🔅FEEL I ....................................................................................... this evening.

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TOEFL SKILLS & EXERCISES

@TOEFL_EXERCISES · Post #18091 · 04.10.2024 г., 12:23

🔆#Advanced🔆 ⚜ADVANCED KEYWORDS TRANSORMATION ⚜ ♻️I disagreed with what the report said. 💭EXCEPTION I ................................................................................................. what the report said. ♻️Very few people attended the event this year. 💭UP Hardly ................................................................................................. the event this year. ♻️You must not forget about your final objective. 💭SIGHT You had ................................................................................................. your final objective. ♻️Sara gave me the impression that she was a nice person. 💭ACROSS Sara ................................................................................................. a nice person. ♻️What he said didn’t fool me. 💭TAKEN I ................................................................................................. what he said. ♻️“You ought to turn down their offer.” I told him. 💭ADVISED I ................................................................................................. accept their offer. ♻️It is the most interesting story I have ever heard. 💭YET I ................................................................................................. a more interesting story. ♻️The fact that Henrique was successful did not surprise his friends. 💭CAME Henrique’s success ....................................................................................... his friends. ♻️I should spend more time studying English. 💭DEVOTE I should ....................................................................................... English. ♻️I haven’t had time to sorting out the laundry. 💭ROUND I have ....................................................................................... out the laundry. ♻️No changes were made to the project. 💭AHEAD The project ....................................................................................... plan. ♻️I no longer believe Real will win the league title. 💭HOPE I have ....................................................................................... the league title. ♻️I was about to leave the house when it started to rain. 💭POINT I .................................................................................. the house when it started to rain. ♻️I have decided to reject the offer. 💭MIND I have ....................................................................................... down the offer.

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TOEFL SKILLS & EXERCISES

@TOEFL_EXERCISES · Post #18064 · 02.10.2024 г., 05:24

🔆#Advanced🔆 ⚜ADVANCED KEYWORDS TRANSFORMATION⚜ ♻️She had great difficulty accepting the bad news. 💭TERMS : She struggled ................................................................................................. the bad news. ♻️It’s a matter of time before you get used to it. 💭HANG : You will ................................................................................................ or later. ♻️I was never told about the issue. 💭TIME : At ................................................................................................. about the issue. ♻️Someone is decorating our house at the moment. 💭DONE : We ................................................................................................. at the moment. ♻️We succeeded in passing the exam, which was a surprise to us. 💭SURPRISE : Much ................................................................................................. to pass the exam. ♻️It was money that made her leave the job. 💭DOWN : Her decision ................................................................................................. to money. ♻️“I don’t like what people are saying about me.” said John . 💭OBJECTED John ................................................................................................. saying about him. ♻️People think that students vandalised the school last night. 💭HAVE : Students ....................................................................................... the school last night. ♻️It never occured to me to ask Teresa her opinion. 💭DID: Not ....................................................................................... to ask Teresa her opinion. ♻️I had expected the film to be better than it was. 💭UP: The film ....................................................................................... my expectations. ♻️Although we made an early booking, we had to queue to enter. 💭ADVANCE : Despite ....................................................................................... we had to queue to enter. ♻️Rocio does not like parties so there is no point inviting her. 💭WORTH : It ....................................................................................... because she doesn’t like parties. ♻️I regret declining the job offer. 💭TURNED: I wish ....................................................................................... the job offer. ♻️There’s a risk we won’t arrive at the station in time. 💭DANGER : We ....................................................................................... to the station in time.

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English Speakers

@English_Speakers · Post #4499 · 27.03.2021 г., 16:58

#advanced 📌'Never darken my doors again' If someone tells you never to darken their door again or never to darken their doorstep again, they are ordering you never to visit them again. Examples: - I made sure he'll never dark our door again - Who is this who has come to darken my door? She pointed to the street and said, "Go and never darken my door again!" @English_Speakers

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English Speakers

@English_Speakers · Post #4472 · 13.03.2021 г., 12:26

#Advanced @English_Speakers To have a finger in every pie Means = Someone who has a finger in every pie is involved in a lot of different activities or knows about a lot of different things له في كل كنانة سهم Examples 1- She is always eager to have a finger in the pie if her neighbours are planning any little festivity. 2- I told him I would work for him only if I could have a finger in the pie. @English_Speakers

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English Speakers

@English_Speakers · Post #4458 · 03.03.2021 г., 14:52

#advanced @English_Speakers The faint-hearted 👉 means lacking courage أصحاب القلوب الضعيفة Examples: 1- The view is not for the the faint-hearted. 2-They were feeling faint-hearted at the prospect of war. @English_Speakers

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