#python#large_language_models#machine_learning_systems#natural_language_processing
Flash Linear Attention (FLA) is a fast, memory-efficient library for advanced linear attention models used in transformers, written in PyTorch and Triton, and compatible with NVIDIA, AMD, and Intel GPUs. It offers many state-of-the-art linear attention models and fused modules that speed up training and reduce memory use. You can easily replace standard attention layers in your models with FLA’s efficient versions, improving training and inference speed, especially for long sequences. FLA supports hybrid models mixing linear and standard attention, and integrates with Hugging Face Transformers for easy use and evaluation. This helps you train and run large language models faster and with less memory, making your AI projects more efficient and scalable.
https://github.com/fla-org/flash-linear-attention
✅Системно управлять проектами на всех этапах — от инициации до завершения;
✅строить реалистичные планы по срокам, бюджету и ресурсам;
✅эффективно управлять командой, рисками, контролировать качество и вести прозрачную коммуникацию.
🚀 Эти важнейшие компетенции отличают нашего эксперта – Алексея Летуновского, руководителя проектного консалтинга и управления данными CMWP Uzbekistan, ориентированного на результат и создание ценности для бизнеса.
🤝Мы ценим Алексея, как эксперта, который не просто "делает" проект, а руководит им, минимизируя хаос и потери.
🏅Теперь это подтверждено официально сертификацией PMP!
🌐Международная сертификация по управлению проектами PMP, выданная Project Management Institute [PMI, США] подтверждает, что специалист обладает опытом, знаниями и навыками управления проектами по стандартам PMBOK® Guide [Project Management Body of Knowledge], гарантирующим структурированный подход к проектам любой сложности.
🙂 Команда CMWP Uzbekistan усилила свою экспертизу еще одним специалистом, подтвердившим свой профессионализм признанной в мире сертификацией.
🏆ПОЗДРАВЛЯЕМ, ДОРОГОЙ АЛЕКСЕЙ, ГОРДИМСЯ ТВОИМИ ДОСТИЖЕНИЯМИ!
#CMWPэксперт#CMWPэкспертиза#сертификация#PMP#ProjectManagement
Buildpeer Secures $2.5M Funding
Buildpeer has successfully raised $2.50M to optimize construction project management with features like real-time collaboration and document control. This funding round took place on December 19, 2024. Learn more at Buildpeer.
#Buildpeer#Funding#Construction#ProjectManagement#Collaboration#DocumentControl
Qashqadaryodagi fellowlarimiz faoliyatlarining ikkinchi yilini davom ettirar ekan, ular uchun loyihani samarali boshqarish va project management tamoyillarini amaliy o‘rganishga bag‘ishlangan sessiya tashkil etildi.
📆 18–19-oktabr kunlari o‘tkazilgan mazkur sessiyada fellowlar ta’limdagi tashabbuslarni rejalashtirish, resurslarni boshqarish va jamoaviy ishni samarali yo‘lga qo‘yish bo‘yicha tajriba almashishdi.
💡 Sessiya BMT Taraqqiyot dasturi (UNDP) start-up tashabbuslar loyihasi mentori Barnoxon Artikxodjayeva tomonidan olib borildi.
😎Teach For Uzbekistan jamoasi Barnoxon Artikxodjayevaga o‘z tajribasi va qo‘llab-quvvatlovi uchun samimiy minnatdorlik bildiradi!
#TeachForUzbekistan#FellowDevelopment#ProjectManagement#Qashqadaryo#EducationForAll
💬💬💬
As our fellows in Kashkadarya continue their second year of activities, a session was organized to strengthen their skills in effective project management and the practical application of project management principles.
📆 Held on October 18–19, the session focused on planning educational initiatives, managing resources, and fostering effective teamwork.
💡 The session was conducted by Barnokhon Artikkhodjaeva, mentor of the UNDP Start-up Initiatives Project.
😎The Teach For Uzbekistan team extends its sincere gratitude to Barnokhon Artikkhodjaeva for her valuable insights and continuous support!
#TeachForUzbekistan#FellowDevelopment#ProjectManagement#Kashkadarya#EducationForAll
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