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Source channel @githubtrending · Post #15141 · Sep 13

#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

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Upwork Profile Mastery

@UpworkProfilePro · Post #601 · 03/09/2026, 05:21 AM

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Why are some freelancers more successful than others? The difference is simple, they never stop learning. Successful freelancers know that growth comes from constantly improving their skills, even in small ways. You don’t need to learn everything at once. Just focus on learning something new every day. Over time, those small improvements turn into bigger opportunities and better clients. React if you agree. @UpworkProfilePro#Freelancing#Freelancers

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@dailychannels · Post #6714 · 02/28/2026, 01:00 AM

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Channel: Upwork Profile Mastery Members: ~2.57K 💢 Username: @upworkprofilepro Description: Welcome to Upwork Profile Mastery! https://t.me/UpworkProfilePro, Your go-to hub for mastering your Upwork profile and landing high-paying freelance gigs. Profile Optimization Winning Proposals, Niche Positioning Real Examples & Templates 🏷 Tags: #business_startups #upwork#freelancing#remote_job#proposal_writing#profile_optimization https://lve.to/gggfxoizsv

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Amity University Tashkent

@amityuniversitytashkent · Post #3850 · 09/10/2024, 09:41 AM

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19-sentabr IT ta'lim va frilansing forumida qatnashing! 19-sentabr kuni ICTweek haftaligi doirasida CAEx expo markazida boʻlib oʻtadigan IT ta'lim va frilansing forumida karyerangizni yangi bosqichga olib chiqishga yordam beradigan aspektlar va IT sohasidagi eng so'ngi ta'lim tendensiyalari bilan tanishing! 🔃5 ta dinamik seansda bilim, networking yana qimmatbaho sovg'alar bilan boyitilgan unutilmas kunda bizga qo'shiling. ➡️Ro'yxatdan o'tish IT sohasining katta tajriba egalari bilan suhbatlar, savol-javoblar qismi, panel muhokamalarida faol ishtirok etish imkoniyatini qo‘ldan boy bermang. 🕓Kalendarlaringizni belgilang: 19-sentabr 🗺Manzil: CAEx expo markazi Yilning eng yirik AKT tadbirining bir qismi bo'ling ! #ICTweek#EducationFreelancingForum#ICTEvent#ITCareers#Freelancing#EducationInnovation#BizgaQoshiling 🌐Sayt🚀Telegram🔵Facebook 📷Instagram🎬YouTube🎰Linkedin

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Upwork Profile Mastery

@UpworkProfilePro · Post #471 · 12/03/2025, 01:05 PM

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ውጤታማ የUpwork ፕሮፖዛል አጻጻፍ አሸናፊ ወይም ተመራጭ ፕሮፖዛል ማለት ለደንበኛው የፈለጉት ትክክለኛ መፍትሄ እርስዎ እንደሆኑ የሚያሳይ ነው። ብዙ ፍሪላንሰሮች (Freelancers) ስራ የሚያጡት በደንበኛው ፍላጎት ላይ ከማተኮር ይልቅ ስለራሳቸው ብቻ ስለሚጽፉ ነው። ፕሮፖዛልዎ ጎልቶ እንዲታይ እና ተመራጭ እንዲሆን እነዚህን ነጥቦች ይተግብሩ፡ በማራኪ አጀማመር ይጀምሩ (Start strong): ከተቻለ የደንበኛውን ስም በመጥራት ይጀምሩ። ይህ ትኩረት እንደሰጡ ያሳያል። በውጤት ላይ ያተኩሩ (Focus on results): ለደንበኛው ምን አይነት ለውጥ ወይም ውጤት እንደሚያመጡላቸው በግልጽ ያሳዩ። ስለ ችሎታዎ ብቻ ከመናገር ይልቅ፣ ችሎታዎ ለእነሱ ምን እንደሚጠቅም ይንገሯቸው። አጭር እና ግልጽ ይሁን (Be concise): ደንበኞች ብዙ ጊዜ ስለሌላቸው አጫጭር ጽሁፎችን በፍጥነት ነው የሚያነቡት። ሀሳብዎን በአጭሩ፣ ግልጽ እና አሳማኝ በሆነ መንገድ ያቅርቡ። ማስረጃ ያቅርቡ (Show proof): ብቃትዎን ለማሳየት ከዚህ በፊት የሰሩትን ተዛማጅ ስራዎች ወይም ፖርትፎሊዮ (Portfolio) ሊንክ ያያይዙ። ቀጣይ እርምጃ ይጠቁሙ (End with CTA): ደንበኛው መልስ እንዲሰጥ፣ ለስብሰባ (Call) እንዲጋብዝዎት ወይም ስለ ፕሮጀክቱ ዝርዝር እንዲጠይቅዎት በመጋበዝ ይጨርሱ። ማስታወሻ: ፕሮፖዛልዎ ይበልጥ ግልጽ እና ለስራው ተዛማጅ (Relevant) ሲሆን፣ ከደንበኛው መልስ የማግኘት እና ስራውን የማሸነፍ እድልዎ በጣም ሰፊ ይሆናል። #Upwork#Freelancing#Ethiopia#UpworkTips#EthiopianFreelancers#RemoteWork#CareerTips#FreelanceLife#AddisAbaba

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