IXL Learning’s Post

Data integrity is key in education. 📚 Without accurate data, it's tough to track student progress or make smart decisions. At ion, we get it. That's why we offer tools that make data easy to handle and super useful for your decisions. Want to see how? Share your data challenges below! 👇 #DataQuality #EdTech #StudentSuccess

Behind every thriving institution is a dedicated team working tirelessly to manage reports, accreditation, and data tracking. Yet, the traditional process often feels like a maze of paperwork, slowing down the true purpose of education. But imagine a world where AI does the heavy lifting. Colleges using Kramah Software are cutting accreditation time by 40%, reducing errors by 50%, and reclaiming 60% of manual effort. This is the future of education—where institutions can focus on creating transformative experiences for students and empowering innovation. Let AI take you there.  #AccreditationRevolution #AIInEducation #KramahSoftware #InnovationInLearning

Simulation training provides detailed analytics on performance and learning outcomes, enabling organizations to evaluate the impact of their training programs. Read more 👉 https://lttr.ai/ASIjP #TrainingSimulation #BlogPost #DesigningDigitally #TraditionalTrainingEnvironments

CenterUni: Where data meets determination, and education empowers innovation. #CenterUni #EducationEmpowers #InnovateToLead #AcademicInnovation #EmpoweredLearning #InnovativeEducation #EmpoweringInnovators

Discover NotebookLM, the AI-powered research tool that enhances learning and note-taking. Simplify complex information with ease and boost productivity. #NotebookLM #AIResearch #ProductivityBoost #EdTech #SmartLearning #NoteTakingRevolution

📊 Transparency in data = Better decision-making 🧠 Clear, accessible data empowers educators and students alike. No more guesswork, just informed choices. How has access to transparent, real-time data enhanced your capacity to make more informed business decisions and provide better support to students? Share below! 👇 #datatransparency #EdTech #studentsuccess

It's not about the technology itself-- it's about what data the technology is able to collect and how we are about to use it to support all students in need. #edtech #education #educationaltechnology #data #studentsupport #technology #tech #quote #educationalquotes #qotd

You run a prestigious and highly successful educational institution. But you struggle with: - Endless paperwork to manage student grades, attendance, and schedules. - Securely organizing and accessing sensitive student information. - Efficiently processing admission forms and ensuring compliance. - Overwhelming administrative workloads due to data fragmentation. Sound familiar to you? At EZOFIS, we understand your challenges and have crafted intelligent document management solutions to streamline your Student Information System workflows (SIS). Our automated processes can help you: ✅ Organize and retrieve student records swiftly and securely. ✅ Automate admission form processing, reducing manual intervention. ✅ Enable data compliance and protect sensitive information effortlessly. ✅ Boost productivity by integrating and simplifying data access. Take your institution's administrative efficiency to the next level with EZOFIS. Powered by Low-Code and the intelligence of AI, let EZOFIS handle the hard part so you and your staff can focus on delivering high-quality education! Click here to learn more: https://lnkd.in/gB9wF_Cs #EducationManagement #SIS #EZOFIS #DocumentAutomation #StudentInformation #CTO #Principal #EdTech #FutureOfEducation #EducationInnovation #SchoolWorkFlows #StudentData #StudentRecirds #DataManagement #Compliance #SchoolAdmin #AI #LowCode #RecordManagement #WorkflowAutomation #WorkflowSolutions #Efficiency #Transformation #Change

DoRA a new, better, and faster LoRA? 🤔 DoRA, or Weight-Decomposed Low-Rank Adaptation, is a new, Parameter Efficient fine-tuning technique that claims to enhance the learning capacity and training stability of LoRA, while avoiding any additional overhead. 🤯 DoRA decomposes the weights into two components, magnitude, and direction. DoRA adjusts how important each part of the data is (magnitude) and how the model should focus on learning (direction). It's like fine-tuning the details of a picture without needing to redraw the whole thing. 🖼️ 𝗜𝗻𝘀𝗶𝗴𝗵𝘁𝘀: 🏅 DoRA consistently outperforms LoRA 🤗 Supported in Hugging Face PEFT ♻️ Trained Adapters can be merged back into the model 📈 +3.4% on Llama 7B and +1.0% on Llama 13B compared to LoRA on common reasoning 🔐 Improved training stability compared to LoRA ❌ In PEFT, DoRA only supports linear layers at the moment. Paper: https://lnkd.in/eiQ-ZVTW Peft documentation: https://lnkd.in/eMYWeGip

DoRA a new, better, and faster LoRA? 🤔 DoRA, or Weight-Decomposed Low-Rank Adaptation, is a new, Parameter Efficient fine-tuning technique that claims to enhance the learning capacity and training stability of LoRA, while avoiding any additional overhead. 🤯 DoRA decomposes the weights into two components, magnitude, and direction. DoRA adjusts how important each part of the data is (magnitude) and how the model should focus on learning (direction). It's like fine-tuning the details of a picture without needing to redraw the whole thing. 🖼️ 𝗜𝗻𝘀𝗶𝗴𝗵𝘁𝘀: 🏅 DoRA consistently outperforms LoRA 🤗 Supported in Hugging Face PEFT ♻️ Trained Adapters can be merged back into the model 📈 +3.4% on Llama 7B and +1.0% on Llama 13B compared to LoRA on common reasoning 🔐 Improved training stability compared to LoRA ❌ In PEFT, DoRA only supports linear layers at the moment. Paper: https://lnkd.in/eiQ-ZVTW Peft documentation: https://lnkd.in/eMYWeGip