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UFW показывает DENY, а контейнер отвечает снаружи за 130 миллисекунд. Разбираю на стенде, почему файрвол тут ни при чём, почему популярный совет с правилом в DOCKER-USER не работает, и что об этом написано в документации Docker.

Бывает так: сидишь, листаешь ленту, и в очередной раз натыкаешься на пост, где стафф-инженер из солнечной Калифорнии крутит свежую модельку на паре RTX PRO 6000 общей стоимостью с подержанную машину. Ты смотришь на свою RTX 4060 в ноутбуке, который покупал «не только для игр», и понимаешь: ну ладно, это не для нас.

Так вот, это как раз для нас. На той самой ноутбучной 4060 с восемью гигабайтами и урезанным вдвое PCIe-линком можно получить 39.3 tok/s на 35-миллиардной модели — быстрее, чем медианная скорость декода Codex в проде. Вопрос был не в железе, а в софте, который это железо обслуживает.

Разбираем FreeToken — движок для локального инференса MoE-моделей от команды, которая до этого сделала vLLM и SGLang.

Before kick-off a banner was raised in the Gallowgate End inscribed with a quotation from the late Kevin Keegan. “I want people to dream about their football,” it read. “We should all be dreamers at heart.”

Out on the pitch it swiftly became apparent that both Matthias Jaissle, Keegan’s latest successor in the Newcastle dugout, and Liverpool’s new manager Andoni Iraola are on individual missions to create forms of organised chaos capable of subjecting the best opponents to torrid nightmares.

As a Brussels deadline looms with over €10bn at stake, Péter Magyar’s first three months have been transformative in addressing a corrupt legacy

Some elections are more important than others. Since taking office in May, Hungary’s new prime minister, Péter Magyar, has embarked upon the country’s most far-reaching and dramatic programme of transformation since the fall of communism in 1989. Mr Magyar’s predecessor, Viktor Orbán, established a soft autocracy which thrived on corruption and, over 16 years, exerted its grip on most areas of Hungarian life, from religion to culture and the media. It is being dismantled at extraordinary pace.

Last week, a newly appointed president took office following the sacking of Tamás Sulyok, accused by Mr Magyar of having rubber-stamped the erosion of the rule of law in the country. In stark contrast, András Baka is a former president of Hungary’s supreme court, a role he was removed from by the Orbán regime in an action judged unlawful by the European court of human rights.

The prime minister has focused on domestic affairs since coming to office. But at a time of global disruption, he will need to define Britain’s place in the world

A run of volatility in domestic British politics in recent years has tracked a period of global turbulence, and yet foreign policy over the same period has been an area of relative stability. What little is known about Andy Burnham’s approach to international relations expresses more continuity with Sir Keir Starmer’s administration than deviation. In negotiations with the EU, the red lines that prohibit membership of the single market or customs union still stand. Where Washington is concerned, Mr Burnham shows no interest in performances of bonhomie with Donald Trump, but his predecessor had already swapped that approach for a cooler pragmatic tone by the end of his tenure.

The new foreign secretary, Ed Miliband, has opened a good dialogue with Marco Rubio, his US counterpart. Such is the density of integration in defence and security matters that incoming UK prime ministers, regardless of ideology, have little choice but to invest time in cultivating a bond with whoever sits in the White House. Anyone hoping for a spectacular transatlantic rupture and sudden clinch with Brussels will be disappointed.

Breakdown shows Washington now prioritises its own interests over any semblance of shared economic ground

• ‘No more!!!’: Trump lashes out after US-Canada talks devolve into trade war

The calamitous collapse of trade negotiations between Canada and the United States is a warning to nations worldwide that pursuing any kind of dialogue with the current US administration is doomed at the outset, according to observers who say this recent episode indicates seeking a fair deal is futile.

Andrea Lawlor, an associate professor of political science at McMaster University in Ontario, said: “No matter the closeness of the historical relationship, the American administration has signalled that it now prioritises its interests above those of some sort of global economic coordination or harmony.

Relatives of woman fatally stabbed on public transit allege death was preventable and Charlotte knew of violent crime issue

The family of Iryna Zarutska is suing Charlotte and a security company one year after the Ukrainian refugee was fatally stabbed onboard a light rail train in the North Carolina city.

A lawsuit filed on Friday in Charlotte’s Mecklenburg county superior court alleges Zarutska’s death was preventable. It also claims the city and the company that provides security for the Charlotte Area Transit System failed to put adequate protections in place despite knowing about violent crime on and around the municipal light rail line.

Republican senator tries to assuage concerns but does not offer details of Graham’s national security experience

Tim Scott defended fellow US South Carolina Republican senator Darline Graham’s knowledge of national security issues ahead of their state’s runoff election on Tuesday.

Graham, who was appointed to fill the Senate seat held by her brother Lindsey Graham after his sudden death in July, is in a Republican primary runoff against South Carolina congressman Ralph Norman. During a debate between the two on Tuesday night, Graham struggled to answer a question about US national security interests in Taiwan and the South China Sea.

Breakdown shows Washington now prioritises its own interests over any semblance of shared economic ground

• ‘No more!!!’: Trump lashes out after US-Canada talks devolve into trade war

The calamitous collapse of trade negotiations between Canada and the United States is a warning to nations worldwide that pursuing any kind of dialogue with the current US administration is doomed at the outset, according to observers who say this recent episode indicates seeking a fair deal is futile.

Andrea Lawlor, an associate professor of political science at McMaster University in Ontario, said: “No matter the closeness of the historical relationship, the American administration has signalled that it now prioritises its interests above those of some sort of global economic coordination or harmony.

Relatives of woman fatally stabbed on public transit allege death was preventable and Charlotte knew of violent crime issue

The family of Iryna Zarutska is suing Charlotte and a security company one year after the Ukrainian refugee was fatally stabbed onboard a light rail train in the North Carolina city.

A lawsuit filed on Friday in Charlotte’s Mecklenburg county superior court alleges Zarutska’s death was preventable. It also claims the city and the company that provides security for the Charlotte Area Transit System failed to put adequate protections in place despite knowing about violent crime on and around the municipal light rail line.

• England forward is considering move to Al-Hilal

• ‘This question is for him … I answer only with silence’

Unai Emery did nothing to deny that Ollie Watkins had refused to play for Aston Villa in their sobering 4-0 defeat by Brighton at the Amex on Sunday. The head coach had a selection crisis up front with Brian Madjo and Tammy Abraham injured. However, he did not include Watkins in the matchday squad as the England striker considers a move to Al-Hilal in Saudi Arabia.

Emery was forced to rely on the attacking midfielder Emiliano Buendía as an emergency striker and his team disappeared without trace on the south coast. They were 4-0 down after 31 minutes and had their new signing João Gomes sent off on his debut in the 40th minute. Gomes kicked up and out at the Brighton striker Georginio Rutter after being dispossessed by him.

Critics include Senator Chris van Hollen, ex-aide to Obama Tommy Vietor and ex-Republican congressman Adam Kinzinger

Democrats and other Donald Trump critics reacted incredulously to a New York Times report on Sunday that House Democratic leader Hakeem Jeffries met with Jared Kushner, the president’s influential son-in-law, to discuss possible areas of collaboration.

The reported meeting comes months ahead of the November midterm elections in which Democrats are favored to retake the US House, a development that would make Jeffries speaker. If they are in the majority, Democrats are expected to use their oversight power to aggressively investigate the Trump administration, including self-enrichment by the president and his family.

В школе на уроках английского учительница показала нам способ как быстрее запомнить пересказ текста. Она сначала просила нас переводить текст, а затем смотря в перевод вспоминать текст на английском. Мне этот способ очень понравился, но не понравилось мне то что нужно было постоянно открывать книжку или тетрадку с английским текстом, если еще не успел запомнить некоторые слова переводе.

И вот я не давно опять вернулся к пересказам. Но теперь уже не в школе и с тетрадкой, а в метро и с телефоном. Пользоваться гуглом транслейтом оказалось не так уж и удобно и я подумал а почему бы самому не сделать специализированное приложение с подстветкой нужной строки, с текстом на русском и английском и самое главное синхронной прокруткой двух окон на разных языках. Так и родился приложение "Удобный пересказ"

Реализация Raft на TypeScript под сидированной симуляцией: каждый тик, каждая задержка сообщения и каждое падение узла берутся из сида. На двадцать пятом прогоне две реплики применили разные значения — при том, что правила алгоритма выполнялись все до одного.

Интересен не сам баг, а то, какая проверка его поймала. И вопрос, который из этого следует: откуда я знаю, что остальные проверки вообще на что-то смотрят.

A round of storms impacted the region on Aug. 11

(Image credit: Scott Olson)

Devoted Trump aide flooded her now-disabled profile urging people to ‘never concede’ on 6 January 2021

The Donald Trump aide Natalie Harp flooded a since-disabled social media account with pro-Trump posts on the day that the president’s supporters attacked the US Capitol in early 2021, years before she went to work for him and developed an extraordinary close relationship with him, a new report has revealed.

CNN on Saturday reported that a deactivated account which Harp had on what is now known as X was packed with fiercely pro-Trump messages on the day of the January 6 Capitol attack in Washington DC, including posts repeating his lies that the 2020 election, which he lost to Joe Biden toward the end of his first presidency, had been stolen from by fraudsters.

В последнее время все помешались на ускорении генерации токенов локальных моделей. В погоне за скоростью люди бездумно квантуют KV-кэш до предела, обрезают контекст до уровня памяти рыбки-гуппи, а затем идут в комментарии жаловаться, что модель вдруг отупела и забывает половину диалога. Такой подход похож на быстрый бег по тёмной улице без уличного освещения. Можно бежать реально быстро, но только до первого столба.

Пора это исправлять. Данная статья знакомит читателя с современными методами спекулятивного декодирования, ускоряющими скорость генерации без всякой лоботомии.