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https://www.youtube.com/watch?v=example | This is a sample transcription. | Sample Title | 123 | Sample Uploader | 2024-06-10T12:34:56 | Sample description. | 2024-06-10T01:34:31.859268 |
https://www.youtube.com/live/Brwhbjh3boU | Hey, fun fact. Guys, did you know that max sequence input length is actually not the same as the context window? Wiz, Leo, isn't that right? Yeah. Pretty true, Greg. Yeah, yeah, yeah, yeah, yeah. Fun fact, and we will dive into all of the details that we need to go long on context today. You guys ready to get into it?... | Long Context Windows: Extending Llama 3 | 4,351 | AI Makerspace | 20240523 | Join us live to discover how Gradient AI is pushing the boundaries of LLM technology with groundbreaking long-context versions of Llama 3! We'll explore how Gradient's small team outpaced Meta by releasing Llama 3 models with unprecedented context windows, reaching up to 4 million tokens. Learn the technical intricacie... | 2024-06-10T01:43:59.013198 |
https://www.youtube.com/watch?v=ulTvNAXI_1E&ab_channel=AIMakerspace | Hey, Wiz. Hey Wiz, so agents, they're pretty dope and we've explored them before. Does that mean multi-agents are even more dope? Yeah, Greg, I think it does mean that. They're multi-dope. We've reached the next level of dopeness so you're saying that we can build something dope today and then use multi-agents to even... | Multi-Agent RAG | 3,649 | AI Makerspace | 20240508 | Discover how to integrate multiple independent agents to tackle complex problems effectively using the latest frameworks like AutoGen, Crew AI, and LangGraph. We'll dive into the innovative multi-agent systems, particularly focusing on the shared scratchpad approach in LangChain, and demonstrate building an advanced Ag... | 2024-06-10T01:54:11.914263 |
https://www.youtube.com//watch?v=xmfPh1Fv2kk&t=1s&ab_channel=AIMakerspace | Hey, whiz, as we've been saying in class, as goes retrieval, so goes generation when it comes to rag. Is there like a right way to do retrieval? I don't know about right way, but there are certainly lots of awesome ways. Yeah, so once we get like a RAG system set up, we want to take to the next level. And how exactly ... | Advanced Retrieval Methods for RAG | 3,671 | AI Makerspace | 20240411 | In this event, we will break down the retrieval algorithms that AI Engineering practitioners should know and have at hand within their toolbox. Algorithms known to provide greater precision and results at the retrieval step of RAG include the Parent Document Retriever, Self Query Retriever, Contextual Compression, and ... | 2024-06-10T02:00:11.043606 |
https://www.youtube.com/watch?v=dt1Iobn_Hw0&t=1s&ab_channel=AIMakerspace | " Hey Wiz, we've talked quite a lot about the black art of chunking in our courses over the past six(...TRUNCATED) | Semantic Chunking for RAG | 3,795 | AI Makerspace | 20240328 | "In this event, we’ll learn how the semantic chunking algorithm works! Text is split into sentence(...TRUNCATED) | 2024-06-10T02:06:06.423209 |
https://www.youtube.com/live/SEA3eJrDc-k | " how they work and what it means to be agentic. Yeah, that's absolutely true, Craig. Absolutely tru(...TRUNCATED) | Agentic RAG with LangChain | 3,717 | AI Makerspace | 20240320 | "In this event, we’ll provide a brief history of Agents before spending time on the details of (...TRUNCATED) | 2024-06-10T02:14:38.693446 |
https://youtube.com/live/K_8a056X4ys | " A-whiz. So this REFT, this new reasoning with reinforced fine-tuning, is it basically just RLHF or(...TRUNCATED) | Aligning LLMs: ReFT | 3,630 | AI Makerspace | 20240314 | "In this event, we’ll break down the steps of ReFT, which consists of two stages: the warm-up stag(...TRUNCATED) | 2024-06-10T02:20:56.509046 |
https://www.youtube.com/live/Jp-6hyf_CoE | " Hey, Wiz. So supervised fine tuning and prompt engineering are kind of on like a spectrum, right? (...TRUNCATED) | Practical Fine-Tuning of LLMs | 3,737 | AI Makerspace | 20240307 | "GPT-4 Summary: Unravel the complexities of fine-tuning in LLM applications at our enlightening even(...TRUNCATED) | 2024-06-10T02:32:08.913282 |
https://youtube.com/live/Anr1br0lLz8 | " Hey, Wiz, is there a way to know what comes out of any RAG application that we build is right or c(...TRUNCATED) | RAG with LangChain v0.1 and RAG Evaluation with RAGAS (RAG ASessment) v0.1 | 3,842 | AI Makerspace | 20240207 | "GPT-4 Summary: Join us for an enlightening YouTube event that delves into the critical art of evalu(...TRUNCATED) | 2024-06-10T02:37:31.643024 |
https://youtube.com/live/XOb-djcw6hs | " Hey Chris, is it true that we can improve on our PEFT-LORA approach with this quantization thing? (...TRUNCATED) | Fine-tuning with QLoRA (Quantized Low-Rank Adaptation) | 3,710 | AI Makerspace | 20240111 | "GPT-4 Summary: Discover how to supercharge your LLM application development by mastering quantiz(...TRUNCATED) | 2024-06-10T02:44:23.704976 |
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