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Н Новости

Дженсен Хуанг, как же так!? Тестируем NVIDIA GeForce RTX 5090 в ИИ задачах

Несмотря на огромный дефицит, нам удалось достать несколько карт GeForce RTX 5090 и протестировать. Не все так однозначно, как обещал глава NVIDIA, но результаты достаточно интересные.

Оборудование

С оборудованием всё достаточно просто: мы взяли сервер с 4090, вынули эту видеокарту и поставили взамен 5090. Получили вот такую конфигурацию: Intel i9-14900k, 128 Гб, 2 TB NVMe SSD и, конечно же, GeForce RTX 5090 32 Гб.

4090 вынули, 5090 поставили
4090 вынули, 5090 поставили

Если вам интересно «а что с плавящимися разъемами питания», то и здесь пока что всё ОК — в процессе работы разъем не нагревался выше 65 градусов Цельсия. Система охлаждения родная воздушная, по температурному режиму можете посмотреть вывод в следующей главе.

Нет ли страшных 150 градусов на разъеме?
Нет ли страшных 150 градусов на разъеме?

По энергопотреблению карта «поджирает» побольше, чем GeForce RTX 4090. Весь сервер потребляет 830 Вт, и ему нужен соответствующий блок питания. У нас он был установлен с запасом, поэтому замена не понадобилась.

Приложениями для ИИ, машинного обучения и науки о данных на GPU-серверах с картами NVIDIA

AI & Машинное обучение
🔹PyTorch🔹AI-чатбот🔹TensorFlow🔹Apache Spark🔹ComfyUI

Наука о данных🔹Jupyter Notebook🔹JupyterLab🔹Anaconda🔹Apache Airflow

Заказать сервер

Софт

Запускать и тестировать всё будем на Ubuntu 22.04. Ставим систему, затем устанавливаем драйвера и CUDA нашим магическим скриптом. Nvidia-smi показывает, что всё работает и наш «GPU-монстр» потребляет как блок питания компьютера целиком у некоторых дома. На скрине температура и потребление энергии уже под нагрузкой, где сам процессор загружен всего на 40%.

У некоторых блок питания в компьютере такой по мощности
У некоторых блок питания в компьютере такой по мощности

Далее добавляем пакет docker, проброс nvidia в контейнеры и ставим Ollama (просто в систему) и OpenWebUI как docker-контейнер. Запускаем, убеждаемся, что всё работает, и начинаем тестирование.

Тесты

Для начала мы решили провести тесты по скорости работы нейросетей. Для удобства используем OpenWebUI в связке с Ollama. Забегая вперед, скажем, что напрямую работа с Ollama будет и быстрей, и требовать чуть меньше ресурсов, но получить данные, увы, можно только при работе через API, а наша задача — понять, быстрее ли 5090 предыдущего поколения в лице 4090, и если быстрее, то насколько.

В качестве соперника у нас была RTX 4090 на такой конфигурации: AMD EPYC 7402P, 128 Гб ОЗУ и 1 Тб NVME и RTX 4090 24 Гб. Все тесты проводились с уже предзагруженными моделями, и значение вычислялось как усредненное после десяти запусков, чтобы минимизировать влияние процессора, ОЗУ и дисковой подсистемы.

Первой на тест пойдет DeepSeek R1 14B в q4 при установленном размере контекста 32768. Размышления у модели идут отдельными потоками и отнимают определенное число ресурсов, а эта модель все еще остается популярной для бытовых видеокарт с размером видеопамяти до 16 Гб. Плюс тут гарантированно не будет влияния скорости диска, памяти и процессора, так как все вычисления будут проводиться в видеопамяти.

Модель требует для работы 11 Гб видеопамяти.

ce3a2c61326ac5fce14bb6dfb43a4453.png

Промт мы используем следующий: «Write code for simple Snake game on HTML and JS». На выходе получаем плюс-минус 2K токенов.

RTX 5090 32 Гб

RTX 4090 24 Гб

Скорость отклика, токенов в секунду

104,5

65,8

Время отклика, секунд

20

40

Как видно, 5090 показывает себя до 40% быстрее. И это при условии, что под архитектуру Blackwell еще нет оптимизации многих популярных фреймворков и библиотек, хотя новая CUDA 12.8 вовсю уже использует преимущества архитектуры.

Змейка. И даже рабочая
Змейка. И даже рабочая

Далее тест на переводы. Мы рассказывали ранее, что используем нейросетевых агентов-переводчиков для работы над документацией, поэтому охота было посмотреть, ускорится ли наша работа при применении 5090.

Берем системный промт для перевода с английского на турецкий:

Текст промта

You are native translator from English to Turkish.

I will provide you with text in Markdown format for translation. The text is related to IT.

Follow these instructions:

- Do not change Markdown format.

- Translate text, considering the specific terminology and features.

- Do not provide a description of how and why you made such a translation.

- Keep on English box, panels, menu and submenu names, buttons names and other UX elements in tags '** **' and '\~\~** **\~\~'.

- Use the following Markdown constructs: '!!! warning "Dikkat"', '!!! info "Bilgi"', '!!! note "Not"', '??? example'. Translate 'Password" as 'Şifre'.

- Translate '## Deployment Features' as '## Çalıştırma Özellikleri'.

- Translate 'Documentation and FAQs' as 'Dokümantasyon ve SSS'.

- Translate 'To install this software using the API, follow [these instructions](../../apidocs/index.md#instant-server-ordering-algorithm-with-eqorder_instance).' as 'Bu yazılımı API kullanarak kurmak için [bu talimatları](https://hostkey.com/documentation/apidocs/#instant-server-ordering-algorithm-with-eqorder_instance) izleyin.'

И отправляем в ответ содержимое вот этой страницы документации.

RTX 5090 32 Гб

RTX 4090 24 Гб

Скорость отклика, токенов в секунду. Чем больше, тем лучше.

88

55

Время отклика, секунд. Чем меньше, тем лучше

60

100

На выходе имеем в среднем 5K токенов при общем числе в 10K (напоминаю, что у нас окно контекста 32K установлено). Как видно и здесь, 5090 быстрее, хотя уже в пределах обещанных 30% прироста.

Далее переходим к модели «пожирнее». Берем новинку — Gemma3 27B. Для нее ставим размер контекста входного в 16384 токена. И получаем, что на 5090 модель потребляет 26 Гб видеопамяти.

0fbb431b6c6d5940c4901ae7f3d66c05.png

На этот раз попробуем нарисовать логотип для компании по аренде серверов (вдруг захотим наш старый логотип HOSTKEY поменять). Промт будет следующий: «Design an ONE complex SVG logo for a server rental company».

Учился дизайну у Артемия Лебедева
Учился дизайну у Артемия Лебедева

А результат такой:

RTX 5090 32 Гб

RTX 4090 24 Гб

Скорость отклика, токенов в секунду. Чем больше, тем лучше.

48

7

Время отклика, секунд. Чем меньше, тем лучше

44

270


Оглушительный провал RTX 4090. Смотрим, как у нас распределяется нагрузка на GPU, и видим, что у нас 17% ушло на центральный процессор и ОЗУ, а значит, скорость гарантированно упала. Причем общий объем потребляемых ресурсов из-за этого тоже вырос. 32 Гб памяти на борту RTX 5090 для моделей такого толка очень помогают.

538ee0aa5f76c69ceda0718071cbddb2.png

Gemma3 у нас мультимодальная модель, значит, может распознавать изображения. Берем картинку и просим ее найти всех животных на ней: «Find all animals on this picture». Размер контекста также оставляем в 16K.

Задача для детского сада
Задача для детского сада

C 4090 оказалось не всё так просто. При таком размере исходящего контекста модель зависала. Уменьшение до 8K привело к уменьшению потребления видеопамяти, но похоже, что обработка изображений на CPU даже на 5% — не самая лучшая идея.

a0e4d17692dcdc9933efc0cdc504c322.png

В итоге все результаты для 4090 были получены для контекста в 2K, что дало фору этой видеокарте, так как Gemma3 утилизировала только 20 Гб видеопамяти.

6421090f1469355f3d983a72e104b7cd.png

Для сравнения в скобках цифры, которые были получены для 5090 с контекстом в 2K.

RTX 5090 32 Гб

RTX 4090 24 Гб

Скорость отклика, токенов в секунду. Чем больше, тем лучше.

49 (78)

39

Время отклика, секунд. Чем меньше, тем лучше

10 (4)

6

Следующей на тест снова выходит «убийца ChatGPT» в лице DeepSeek, но уже с 32 миллиардами параметров. Модель занимает в видеопамяти 25 Гб у 5090 и 26 Гб с частичным задействованием CPU у 4090.

3f963090c689fa1e8ac325844cb9ba88.pngde0e5a442b21848c79b280daaddb51f8.png

Тестировать мы будем, попросив нейросеть написать нам Тетрис для браузера. Контекст ставим в 2K, памятуя о проблемах предыдущих тестов. Задаем максимально неинформативный промт «Write Tetris on HTML» и ждем результат. Пару раз даже получаем играбельную вещь.

Тетрис рабочий. Только нижнюю строку поднять чуть-чуть выше
Тетрис рабочий. Только нижнюю строку поднять чуть-чуть выше

RTX 5090 32 Гб

RTX 4090 24 Гб

Скорость отклика, токенов в секунду. Чем больше, тем лучше.

57

17

Время отклика, секунд. Чем меньше, тем лучше.

45

180

О грустном

Первые нехорошие звоночки прозвучали, когда мы решили сравнить видеокарты при работе с векторными базами данных: созданием эмбедингов и поиском результата с их учетом. У нас не получилось создать новую базу знаний. Потом не заработал поиск по интернету в OpenWebUI.

Далее мы решили посмотреть скорость в генерации графики, поставив ComfyUI с моделью Stable Diffusion 3.5 Medium. И при запуске генерации получил вот такое сообщение:

CUDA error: no kernel image is available for execution on the device

Ладно, подумали мы, возможно, у нас старые версии CUDA (нет), или драйверов (нет), или PyTorch. Обновил последний до nightly версии, запустил и получил такое же сообщение.

Полезли рыться, что пишут другие пользователи и есть ли решение, и оказалось, что проблема в отсутствии сборки PyTorch под архитектуру Blackwell и CUDA 12.8. И решения, кроме как самому всё пересобрать с нужными ключами и из исходников, нет.

Судя по стенаниям, такая же проблема существует и с другими библиотеками, которые «плотно» взаимодействуют с CUDA. Остается только ждать.

Когда мы уже оформляли эту статью, появилось частичное решение. Вы можете найти ссылку на последние сборки PyTorch с поддержкой 5090 в сообществе ComfyUI, и там же рекомендуют следить за обновлением, так как работа над адаптацией и оптимизацией под архитектуру только начата и все еще работает не очень стабильно.

Итоги

Какие выводы: Дженсен Хуанг не обманул, и в ИИ-применении 5090 работает быстрее и часто сильно быстрее предыдущего поколения. Возросший объем памяти позволяет запускать 27/32B модели даже с максимальным размером контекста. Но, как говорится, есть «но» в 32 гигабайта видеопамяти — это мало. Да, видеокарта игровая, и ждем профессиональные версии с 64 и более гигабайтами видеопамяти на замену A6000-серии (только что анонсировали RTX PRO 6000 с 96 Гб видеопамяти).

По нашему мнению, тут NVIDIA пожадничала и в топовую модель без сильного ущерба стоимости могла бы и поставить 48 Гб (или выпустить 4090 Ti для энтузиастов). Про то, что софт не адаптирован толком: NVIDIA опять же показала, что часто «забивает» на работу с сообществом, так как неработающие на старте PyTorch или TensorFlow (там такие же проблемы из-за новой версии CUDA) — это позор. Но сообщество на то и сообщество, чтобы решать и достаточно быстро такие проблемы, и уже через пару-тройку недель ситуация с поддержкой ПО, думаем, наладится.

Источник

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    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 09.10.25 11:05 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 09.10.25 11:05 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 09.10.25 11:05 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 11.10.25 04:41 luciajessy3

    Don’t be deceived by different testimonies online that is most likely wrong. I have made use of several recovery options that got me disappointed at the end of the day but I must confess that the tech genius I eventually found is the best out here. It’s better you devise your time to find the valid professional that can help you recover your stolen or lost crypto such as bitcoins rather than falling victim of other amateur hackers that cannot get the job done. ADAMWILSON . TRADING @ CONSULTANT COM / WHATSAPP ; +1 (603) 702 ( 4335 ) is the most reliable and authentic blockchain tech expert you can work with to recover what you lost to scammers. They helped me get back on my feet and I’m very grateful for that. Contact their email today to recover your lost coins ASAP…

  • 11.10.25 10:44 Tonerdomark

    A thief took my Dogecoin and wrecked my life. Then Mr. Sylvester stepped in and changed everything. He got back €211,000 for me, every single cent of my gains. His calm confidence and strong tech skills rebuilt my trust. Thanks to him, I recovered my cash with no issues. After months of stress, I felt huge relief. I had full faith in him. If a scam stole your money, reach out to him today at { yt7cracker@gmail . com } His help sparked my full turnaround.

  • 12.10.25 01:12 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 12.10.25 01:12 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 12.10.25 19:53 Tonerdomark

    A crook swiped my Dogecoin. It ruined my whole world. Then Mr. Sylvester showed up. He fixed it all. He pulled back €211,000 for me. Not one cent missing from my profits. His steady cool and sharp tech know-how won back my trust. I got my money smooth and sound. After endless worry, relief hit me hard. I trusted him completely. Lost cash to a scam? Hit him up now at { yt7cracker@gmail . com }. His aid turned my life around. WhatsApp at +1 512 577 7957.

  • 12.10.25 21:36 blessing

    Writing this review is a joy. Marie has provided excellent service ever since I started working with her in early 2018. I was worried I wouldn't be able to get my coins back after they were stolen by hackers. I had no idea where to begin, therefore it was a nightmare for me. However, things became easier for me after my friend sent me to [email protected] and +1 7127594675 on WhatsApp. I'm happy that she was able to retrieve my bitcoin so that I could resume trading.

  • 13.10.25 01:11 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 13.10.25 01:11 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 01:15 tyleradams

    Hi. Please be wise, do not make the same mistake I had made in the past, I was a victim of bitcoin scam, I saw a glamorous review showering praises and marketing an investment firm, I reached out to them on what their contracts are, and I invested $28,000, which I was promised to get my first 15% profit in weeks, when it’s time to get my profits, I got to know the company was bogus, they kept asking me to invest more and I ran out of patience then requested to have my money back, they refused to answer nor refund my funds, not until a friend of mine introduced me to the NVIDIA TECH HACKERS, so I reached out and after tabling my complaints, they were swift to action and within 36 hours I got back my funds with the due profit. I couldn’t contain the joy in me. I urge you guys to reach out to NVIDIA TECH HACKERS on their email: [email protected]

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.10.25 18:07 crypto

    Cryptocurrency's digital realm presents many opportunities, but it also conceals complex frauds. It is quite painful to lose your cryptocurrency to scam. You can feel harassed and lost as a result. If you have been the victim of a cryptocurrency scam, this guide explains what to do ASAP. Following these procedures will help you avoid further issues or get your money back. Communication with Marie ([email protected] and WhatsApp: +1 7127594675) can make all the difference.

  • 15.10.25 21:52 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.10.25 21:52 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

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