PremAI

🚀 We're proud to announce our $14 million #seedfunding round. This milestone accelerates our mission to redefine generative AI. Investment Details: 📍 Lead Investors: David Maisel of Marvel Studios, Fan Zhang of Sequoia Capital China, and Alan Lipschitz of Incubeta. Their expertise fuels our strategic growth. 📍 Usage: Advancing our AI technology, team expansion, and market strategy. ☘ Thanks to our investors and team for your trust and support. Stay tuned for more updates and discover the details in our blog: https://lnkd.in/di39Q_5n Read our CEO Simone Giacomelli statement in this Business Insider article. https://lnkd.in/d_PhSCDm

💡 #GenAI is breaking barriers, enabling anyone to launch and scale a business with unprecedented ease. Tools like ChatGPT and Cursor empower solopreneurs to ideate, create, and execute without the need for coding expertise or large teams. 🔎 Entrepreneurs have demonstrated how AI can amplify productivity and creativity, transforming solo ventures into highly efficient enterprises. 📍 From building Micro-SaaS products to streamlining content creation, AI is reshaping entrepreneurship, making it more accessible than ever. see the details here: https://lnkd.in/dVCGCzeM

Check out this guide from our Anindyadeep Sannigrahi 📌

🔧 #MachineLearning and #GenAI hold transformative power but come with their own set of hurdles. 📊 High costs, technical debt, and data dependency can cloud ROI expectations, underscoring the need for a strategic approach. 🚀 Unlocking AI's potential demands more than just deployment; it requires crafting systems with adaptive #datapipelines, real-time monitoring, and ongoing fine-tuning. Thoughtfully integrated into business workflows, generative AI boosts productivity, fuels data-driven decisions, and ensures tangible ROI. Get the details: https://lnkd.in/eDaYSsxQ

🔋 As the deployment of artificial intelligence (#AI) technologies grows, so too does their #environmental impact, particularly in terms of carbon emissions and resource consumption. 🌿 Our article delves into the specific challenges posed by AI's #carbonfootprint, including the high energy requirements of training large-scale #machinelearning models and the operational demands of data centers. 🔰 We will explore technical strategies and innovations aimed at reducing AI’s ecological impact while advancing its capabilities. ♻ Join us: https://lnkd.in/dHtqdu6Y

Looking forward to this event with Mentor Me Collective

✔ #TransformerInference: Tackling Challenges As transformers dominate NLP and vision, overcoming inference challenges is crucial, especially with models like #GPT3: 🚫 High Computation & Memory: Trillions of FLOPs per #token and over 200GB of memory demands complicate deployment. 🚫 Latency Issues: Sequential autoregressive decoding reduces efficiency. Innovative solutions include: ♻ #KV Caching: Minimizes redundant processing. ♻ #Quantization: Employs INT8 for improved throughput and memory savings. ♻ Speculative Decoding & #Batching: Reduces latency and optimizes resource usage. ♻ #Parallelism: Enables efficient workload distribution across GPUs. Discover more here: https://lnkd.in/dS-CzAJs

✅ In Retrieval-Augmented Generation (#RAG) systems, #chunking plays a vital role in enabling efficient and contextually accurate processing of large text datasets. This approach systematically divides extensive documents into manageable, coherent segments, ensuring that large language models (#LLMs) can generate responses quickly and without loss of context. Different chunking techniques—fixed-size, recursive, and semantic—each bring unique advantages tailored to specific tasks: 📚 Fixed-Size Chunking provides simplicity and uniformity, ideal for structured content where context preservation is less critical. 📬 Recursive Chunking adapts to varying text structures, maintaining logical flow and minimizing context loss, making it well-suited for complex, unstructured texts. 📦 Semantic Chunking goes further by grouping text based on meaning, ensuring each segment retains relevance—a powerful method for applications like content generation or customer support. 🧠 Together, these strategies maximize the performance and scalability of RAG systems, empowering #AI-driven workflows to handle complex, data-heavy environments with precision and speed. Check our blog: https://lnkd.in/dXNy6wh7

🚀 We're Hiring a Senior Fullstack Developer at Prem! At PremAI, we're pushing the boundaries of self-sovereign AI. Our platform, built with cutting-edge Large Language Models (LLMs), empowers developers with GenAI tools while ensuring privacy and control. We're looking for a Senior #Fullstack Developer who shares our vision and is ready to make an impact! 🔑 What You'll Do: - Build and optimize dynamic web applications with Django and React. - Integrate AI models into seamless user experiences. - Ensure security and performance are at the core of all web development. 💼 Skills You Bring: - Strong expertise in Django, React, and Python. - Familiarity with front-end technologies like HTML5, CSS3, and JavaScript. - Experience with REST APIs, PostgreSQL, and Docker. 🌍 Fully Remote | Competitive Salary | Stock Options 📑 More Info Here: https://lnkd.in/dJ3b3nTF 👉 Apply Here https://lnkd.in/dQNF6Bzf

🔍 We're Hiring a Senior #MLEngineer at Prem! Exciting opportunity at PremAI! We're seeking a Senior Machine Learning Engineer to drive the future of AI. At Prem, we build the infrastructure for self-sovereign AI, leveraging open-source models and privacy-preserving tech. If you're passionate about exploring new model architectures and advancing the limits of LLMs, this is the role for you! 💡 Your Role: - Fine-tune LLMs and build RAG Pipelines. - Work hands-on with Transformers, PyTorch, and FastAPI. - Shape AI's future by implementing innovative solutions and architectures. 👨💻 What You Bring: - 5+ years of Python and PyTorch experience. - Expertise in Transformers and AI model optimization. - 2+ years with FastAPI and 3+ years with Docker. We're a team committed to innovation, privacy, and open-source collaboration. This role offers the chance to contribute to impactful projects while working in a diverse and dynamic environment. 🌍 Fully Remote | Competitive Salary | Stock Options Ready to innovate and lead AI development at Prem? We want to hear from you! 🔦 More info: https://lnkd.in/dHGS3x88 👉 Apply here: https://lnkd.in/dQNF6Bzf)