TWIML

Today, we're joined by Arash Behboodi, director of engineering at Qualcomm AI Research to discuss the papers and workshops Qualcomm will be presenting at the #NeurIPS2024 conference. We dig into the challenges and opportunities presented by differentiable simulation in wireless systems, the sciences, and beyond. We also explore the recent work that ties conformal prediction to information theory, yielding a novel approach to incorporating uncertainty quantification directly into machine learning models. We review several papers enabling the efficient use of LoRA (Low-Rank Adaptation) on mobile devices (Hollowed Net, ShiRA, FouRA). Finally, Arash also previews the demos Qualcomm will be hosting at NeurIPS, including new video editing diffusion and 3D content generation models running on-device, MoE caching, Qualcomm's AI Hub, and more! 🎧 / 🎥 Listen or watch the full episode on our page: https://twimlai.com/go/711.

Don’t miss our Generative AI study group and join us in an hour to explore vision language models, fine-tuning agent strategies, RAG workflows, and more! If you haven’t registered yet, go to https://lnkd.in/eGp6wMa to sign up. See you there! #llms #generativeai #studygroup #TWIMLMeetup #TWIML #machinelearning #ml #ai #artificialintelligence

Join us for this week’s session of our Generative AI study group! 🚨 Don't miss out on exciting discussions about the latest advancements in generative AI, share insights on model compliance and regulations, discuss voice agents, and more! Head over now to https://lnkd.in/eGp6wMa to register and we’ll meet you in an hour! #llms #generativeai #studygroup #TWIMLMeetup #TWIML #machinelearning #ml #ai #artificialintelligence

Engage and connect with fellow AI enthusiasts in our Generative AI study group! If you haven’t signed up yet, visit https://lnkd.in/eGp6wMa to register and meet us tomorrow at 8am PT to dig into topics like RAG, generative AI, LLMs, agents, and more! See you there! #llms #generativeai #studygroup #TWIMLMeetup #TWIML #machinelearning #ml #ai #artificialintelligence

Join our Generative AI study group and discuss the latest news and announcements from leading companies, share tips on AI-driven generation methods, collaborate on projects like the RAG chatbot, and more! Sign up at https://lnkd.in/eGp6wMa and meet us every Friday at 8am PT. #llms #generativeai #studygroup #TWIMLMeetup #TWIML #machinelearning #ml #ai #artificialintelligence

Today, we're joined by Shirley Wu, senior director of software engineering at Juniper Networks to discuss how machine learning and artificial intelligence are transforming network management. We explore various use cases where AI and ML are applied to enhance the quality, performance, and efficiency of networks across Juniper’s customers, including diagnosing cable degradation, proactive monitoring for coverage gaps, and real-time fault detection. We also dig into the complexities of integrating data science into networking, the trade-offs between traditional methods and ML-based solutions, the role of feature engineering and data in networking, the applicability of large language models, and Juniper’s approach to using smaller and specialized ML models to optimize speed, latency, and cost. Finally, Shirley shares future directions for Juniper Mist. 🎧 / 🎥 Listen or watch the full episode on our page: https://twimlai.com/go/710.

We’re starting this week’s session of our Generative AI study group in 1 hour! ⏲️ Dig into code generation platforms, share helpful agentic frameworks, exchange data modeling techniques, and more! Register now at https://lnkd.in/eGp6wMa to join us. See you there! #llms #generativeai #studygroup #TWIMLMeetup #TWIML #machinelearning #ml #ai #artificialintelligence

Discuss trending LLM news, explore cutting-edge generative technologies, help build the TWIML-RAG project, spark thought-provoking AI conversations, and more in our Generative AI study group! Head over to https://lnkd.in/eGp6wMa to register and join us tomorrow at 8am PT. #llms #generativeai #studygroup #TWIMLMeetup #TWIML #machinelearning #ml #ai #artificialintelligence

Gain practical knowledge on LLMs in our Generative AI study group! Discuss LLM-driven applications, share observability practices, explore multi-agent systems, and more! Register at https://lnkd.in/eGp6wMa to join us every Friday at 8 am PT. #llms #generativeai #studygroup #TWIMLMeetup #TWIML #machinelearning #ml #ai #artificialintelligence

Today we're joined by Jason Liu, freelance AI consultant and advisor to discuss all things retrieval-augmented generation (RAG). We explore tactical and strategic challenges companies face with their RAG system, the different signs Jason looks for to identify looming problems, the common issues he mostly encounters, and the steps he takes to diagnose these issues. We also cover the importance of building out robust test datasets, data-driven experimentation, evaluation tools, and metrics for different use cases. We also dig into fine-tuning strategies for RAG systems, the effectiveness of different chunking strategies, the use of collaboration tools, and how future models will change the game. Lastly, we cover Jason’s interest in teaching others how to leverage their AI expertise through his AI consulting course. 🎧 / 🎥 Listen or watch the full episode on our page: https://twimlai.com/go/709.