News
At Art Basel 2024 in Miami Beach, Lyra Drake, a groundbreaking multidisciplinary artist, debuts her first major exhibition, Infinite Faith in a Finite World. This exhibit marks a transformative moment in the intersection of art and technology, powered by PREM AI's innovative AI solutions.
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PREM and AWS have joined forces to deliver an accelerated Generative AI developer experience on both AWS and the PREM platform. To kick off this milestone, PREM co-organized a GenAI Hackathon with AWS in Barcelona, where AWS's ProServe team collaborated with PREM's team to tackle complex
llama
Last week, we open-sourced PremSQL, a local first library that created customized Text-to-SQL solutions. When deploying RAG-based services (whether on documents or databases) for enterprises, it becomes crucial that the underlined data is not exposed to third-party APIs. With PremSQL, you can use our ready-made pipelines or customize and create
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AI tools like GitHub Copilot and Devin enhance developer productivity by automating repetitive tasks and offering coding assistance. However, they fall short in creativity, contextual understanding, and complex decision-making, ensuring developers remain indispensable.
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At Prem, we believe that the future of AI is Sovereign. This is why we are building a comprehensive ecosystem to enable companies worldwide to fully benefit from the potential of generative AI while retaining ownership and control of their data. Today, I am excited to share that we have
LLMs
Large Language Models (LLMs) became very famous because of the rise of their emergent capabilities and the concept of “one model does it all”, where a single model can do all sorts of tasks like generating emails, and poems, summarizing long papers, generating code, etc. However, LLMs are also infamous
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Very recently llm360.ai has released LLM360, one of the very first truly open-source models. Popular open-source models, such as Llama2, and Mistral, are not fully open-source. Only the model's weights are released. But just making the weights public does not solve all the problems. Training an LLM
Data Privacy
Generating Synthetic data is a problem that has existed since the early days of deep learning [1]. Good data has always been a bottleneck for good quality machine learning models that can work well in unseen real-world data. However, since the generative AI revolution boom, after the incoming ChatGPT and