Practical AI: Machine Learning, Data Science, LLM cover image

Practical AI: Machine Learning, Data Science, LLM

Latest episodes

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Apr 30, 2024 • 38min

Private, open source chat UIs

Danny, creator of LibreChat, discusses private, open source chat UIs. Topics include motivations behind LibreChat, enterprise users hosting chat UIs, and amazing features like RAG and plugins.
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Apr 24, 2024 • 41min

Mamba & Jamba

Yoav, AI21's co-founder discusses Jamba, a groundbreaking SSM-Transformer open model and the evolution of AI21's language models. They explore Meta's llama 3 model, architecting AI systems, and the release of Jamba as the first open-source model for community innovation.
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Apr 16, 2024 • 39min

Udio & the age of multi-modal AI

Explore the future of multi-modal AI with discussions on Udio music generation tool, differences between data modalities, and the evolution of AI models. Dive into AI-generated music, creativity, personalized content creation, and the convergence of modalities in AI models.
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Apr 10, 2024 • 48min

RAG continues to rise

Daniel & Chris chat with Demetrios Brinkmann, 'the funniest guy in AI', about the MLOps Community survey results and the AI Quality Conference. They discuss RAG models, the fusion of traditional ML with generative AI, the 'Hacker Mindset' book, trade-offs between RAG and fine-tuning, the release of the Common Corpus dataset, limitations of transformers in AI, and future visions in the field.
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Apr 2, 2024 • 39min

Should kids still learn to code?

Hosts discuss NVIDIA CEO's comments on teaching kids to code, AI community dynamics, challenges in generative AI adoption by non-technical users, and the evolving balance between generative AI interfaces and search engines
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Mar 26, 2024 • 57min

AI vs software devs

AI's impact on software developers, advanced tools in engineering jobs, challenges of AI in business solutions, reshaping developer roles with specialized skills, training AI on specific codebases, and promoting white hat hacking principles for productivity and growth.
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Mar 20, 2024 • 46min

Prompting the future

Explore the evolution of prompt engineering in generative AI and its vital role. Learn about managing prompts, evaluating models, and the future of prompt engineering. Dive into the nuances of language models, prompt update strategies, and the complexity of managing different models. Discover the adaptive strategies and future prospects of building tools based on first principles in a changing environment.
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Mar 12, 2024 • 42min

Generating the future of art & entertainment

Delve into Runway's journey of blending art & AI, empowering artists with AI models. Explore the impact of AI in art & entertainment, genTwo text to video models, and challenges in model control. Gain insights on the intersection of technology and art, guidance for young artists & tech enthusiasts in AI & art.
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Mar 6, 2024 • 43min

YOLOv9: Computer vision is alive and well

Discover the latest advancements in computer vision with the release of YOLOv9, highlighting its efficiency and real-time object detection capabilities. Dive deep into parameter efficient models like Microsoft's 1-Bit LLMs and Qualcomm's AI Hub, exploring their potential for on-device usage. Navigate the evolving landscape of AI development, discussing practical AI advice, MLOps, and the importance of adapting to rapid technological advancements.
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Feb 28, 2024 • 44min

Representation Engineering (Activation Hacking)

In this podcast, the hosts discuss 'Activation Hacking' and 'Representation Engineering' in AI model control. They also touch upon the new Sora model from OpenAI and share practical tutorials and tips for experimentation. The conversation explores control vectors, ethical implications, and the emergence of new scripting languages in the AI field.

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