Category: Models
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A Complete Guide to Using Cohere AI
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Introduction This guide primarily introduces the readers to Cohere, an Enterprise AI platform for search, discovery, and advanced retrieval. Leveraging state-of-the-art Machine Learning techniques enables organizations to extract valuable insights, automate tasks, and enhance customer experiences through advanced understanding. Cohere empowers businesses and individuals across industries to unlock the full potential of their textual data,…
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Microsoft’s MAI-1: A New Competitor to AI Language Models from Google and OpenAI
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As the race for dominance in the AI landscape intensifies, Microsoft is stepping into the ring with its latest venture, MAI-1. This in-house AI model signals Microsoft’s determination to assert its presence alongside industry giants like Google and OpenAI. Boasting an impressive 500 billion parameters, this new model promises to take AI development a leap…
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Nvidia Introduces VILA: Visual Language Intelligence and Edge AI 2.0
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in AI, Applications, Artificial Intelligence, Edge AI 2.0, Guide, images, Intermediate, IOT, language models, LLM, LLMs, Models, NVIDIA, training, VILA, visual modelIntroduction Visual Language Models (VLMs) are revolutionizing the way machines comprehend and interact with both images and text. These models skillfully combine techniques from image processing with the subtleties of language comprehension. This integration enhances the capabilities of artificial intelligence (AI). Nvidia and MIT have recently launched a VLM named VILA, enhancing the capabilities of…
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Hugging Face Introduces LeRobot: The First Robotics Library
In a significant stride towards democratizing robotics, Hugging Face introduces LeRobot, a pioneering library tailored for real-world applications. This new library emerges as a bridge between cutting-edge research and tangible robotic behaviors. Let’s delve into the intricacies of this promising, community-driven initiative. Also Read: Hugging Face Releases World’s Largest Open Synthetic Dataset The Birth of…
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Advanced RAG Technique : Langchain ReAct and Cohere
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in API, blogathon, framework, Generative AI, Guide, Intermediate, langchaian, Langchain, Large Language Models, LLM, LLMs, Models, Python, query, strategy, vectorIntroduction This article explores Adaptive Question-Answering (QA) frameworks, specifically the Adaptive RAG strategy. It discusses how this framework dynamically selects the most suitable method for large language models (LLMs) based on query complexity. It highlights the learning objectives, features, and implementation of Adaptive RAG, its efficiency, and its integration with Langchain and Cohere LLM. The…
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Paramanu-Ganita: A New Mathematical Model that Outperforms LLaMa, Falcon, and PaLM
Introduction Large language models (LLMs) have dramatically reshaped computational mathematics. These advanced AI systems, designed to process and mimic human-like text, are now pushing boundaries in mathematical fields. Their ability to understand and manipulate complex concepts has made them invaluable in research and development. Among these innovations stands Paramanu-Ganita, a creation of Gyan AI Research.…
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Ola Krutrim Launches AI Cloud Platform and Mobile App
Indian-made artificial intelligence (AI) platform Ola Krutrim has introduced its cutting-edge AI Cloud infrastructure, called Krutrim Cloud. It has also launched the Krutrim Assistant mobile app, unveiling its ambitious vision for fostering innovation and accessibility in India’s AI sector. This initiative signals a shift in India’s technological landscape, empowering developers and enterprises to harness the…
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Building Responsible AI with Guardrails AI
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in AI, API, Applications, ChatGPT, Github, Guide, Intermediate, language models, Large Language Models, LLMs, Models, Object, Python, validationIntroduction Large Language Models (LLMs) are ubiquitous in various applications such as chat applications, voice assistants, travel agents, and call centers. As new LLMs are released, they improve their response generation. However, people are increasingly using ChatGPT and other LLMs, which may provide prompts with personal identifiable information or toxic language. To protect against these…
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Finetuning Llama 3 with Odds Ratio Preference Optimization
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Introduction Large Language Models are often trained rather than built, requiring multiple steps to perform well. These steps, including Supervised Fine Tuning (SFT) and Preference Alignment, are crucial for learning new things and aligning with human responses. However, each step takes a significant amount of time and computing resources. One solution is the Odd Ratio…
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Phi 3 – Small Yet Powerful Models from Microsoft
Introduction The Phi model from Microsoft has been at the forefront of many open-source Large Language Models. Phi architecture has led to all the popular small open-source models that we see today which include TPhixtral, Phi-DPO, and others. Their Phi Family has taken the LLM architecture a step forward with the introduction of Small Language…
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New Chinese Model Outperforms GPT-4 Turbo!
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SenseTime, a leading AI company based in China, has launched its latest model, SenseNova 5.0, marking a significant advancement in artificial intelligence. This new model has been shown to outperform many powerful large language models, including GPT-4 Turbo. Despite the lack of buzz surrounding its release, it looks promising in revolutionizing various industries with its…
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Cohere Launches Toolkit to Expedite Generative AI Application Development
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Cohere, a leading figure in AI innovation, has unveiled a new toolkit for enterprise AI. This new toolkit is aimed at speeding up the pace of generative AI application development within the enterprise sphere. It offers developers a comprehensive set of tools and resources to expedite their projects. It further promises to streamline the intricate…
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GhostFaceNets: Efficient Face Recognition on Edge Devices
Introduction GhostFaceNets is a revolutionary facial recognition technology that uses affordable operations without compromising accuracy. Inspired by attention-based models, it revolutionizes facial recognition technology. This blog post explores GhostFaceNets through captivating visuals and insightful illustrations, aiming to educate, motivate, and spark creativity. The journey is not just a blog post, but a unique exploration of…
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Microsoft Phi 3 Mini: The Tiny Model That Runs on Your Phone
Introduction In the field of artificial intelligence (AI), there’s always been a belief that bigger is better. But Microsoft has just shaken things up with their latest creation, Phi-3-mini. It’s a small AI model that’s turning heads by showing that size isn’t everything. Despite being much smaller than its counterparts, Phi-3-mini can hold its own…