PODCAST · technology
🤘(un)supervised learning pod
by Renee
Presented by a non-tech native, (un)supervised learning lowers the barrier to entry for understanding and adoption of opensource, local and bleeding edge tech. Through clear communication, peer-to-peer knowledge sharing and an “explain it like I’m five” mentality. www.unsupervisedlearning.co
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Episode 1- Efficient LLM training with Unsloth.ai Co-Founder
Episode 1!!! 🎉Today we chat about AI Training with (un)Supervised Learning and Daniel from Unsloth.ai The good stuff- Unslothhttps://www.unsloth.aihttps://ko-fi.com/unslothhttps://github.com/unslothai In this episode of Unsupervised Learning, host Renee interviews Daniel, the co-founder of Unsloth, an AI training system that fine-tunes language models 30 times faster. They discuss Daniel's beginnings at Nvidia, his passion for making AI accessible and efficient, and his ultimate vision of creating a personal ChatGPT for everyone that operates on local machines. Daniel explains the concept of Retrieval Augmented Generation (RAG) as a knowledge injection system and elaborates on the current uses and future plans for Unsloth. The episode also touches on the issues with representing maths in language models and the misconceptions people have about working with large language models.Have something to say? feedback, love notes or recommend a mate to join the pod @ [email protected] 00:00 Introduction to the Podcast00:26 Understanding Unsloth: The AI Training System00:58 Daniel's Journey from NVIDIA to Unsloth02:15 The Power of OpenAI's Triton Language02:38 The Magic Behind Unsloth's Fine-Tuning Process03:42 Community Engagement and Use Cases of Unsloth05:03 Working with Family in the AI Space05:35 The Role of Autonomous Agents in AI Development06:57 Challenges of Using Language Models for Math09:03 Unsloth's Vision for Democratizing AI09:56 Misconceptions and Best Practices in Working with LLMs14:21 Understanding Retrieval Augmented Generation (RAG)17:29 Staying Updated in the AI Space18:26 Supporting Unsloth's Open Source Initiative19:29 Conclusion: The Future of AI with Unsloth Want to support or get in touch? [email protected] https://ko-fi.com/unsupervisedlearning
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An intro to (un)supervised learning
Hello World! This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit www.unsupervisedlearning.co Want to support or get in touch? [email protected] https://ko-fi.com/unsupervisedlearning
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ABOUT THIS SHOW
Presented by a non-tech native, (un)supervised learning lowers the barrier to entry for understanding and adoption of opensource, local and bleeding edge tech. Through clear communication, peer-to-peer knowledge sharing and an “explain it like I’m five” mentality. www.unsupervisedlearning.co
HOSTED BY
Renee
CATEGORIES
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🤘(un)supervised learning pod currently has 2 episodes available on PodParley. New episodes are automatically indexed when they're published to the podcast feed.
What is 🤘(un)supervised learning pod about?
Presented by a non-tech native, (un)supervised learning lowers the barrier to entry for understanding and adoption of opensource, local and bleeding edge tech. Through clear communication, peer-to-peer knowledge sharing and an “explain it like I’m five” mentality. www.unsupervisedlearning.co
How often does 🤘(un)supervised learning pod release new episodes?
🤘(un)supervised learning pod has 2 episodes. Check the episode list to see recent publication dates and frequency.
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🤘(un)supervised learning pod is created and hosted by Renee.
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