Michael. To me, the situation is pretty clear, right. Demand is outpacing supply and cool waves, trying to scale as fast as it can to redress that that balance.Could you give specifics on what that looks like on how you're trying to scale your offering at both, both in terms of literal infrastructure build out, but also keeping pace with technology that suits you. Thank you for for giving me the opportunity to speak with you. You know, we just had our quarterly earnings call yesterday and we reported an abs ...

Training Improvement - The model should feed the results back into training to improve the one-shot probability [1]

Those were the 4 stages of training an LLM from scratch.- Start with a randomly initialized model.- Pre-train it on large-scale corpora.- Use instruction fine-tuning to make it follow commands.- Use preference & reasoning fine-tuning to sharpen responses.Check this 👇 https://t.co/y273TGiFGM ...

4 stages of training LLMs from scratch, clearly explained (with visuals): ...

Hello, everyone. My name is Kiran Edara. I lead the compute and AI infra product at OCI. And welcome to powering AI at scale and OCI.How OCI superclusters power AMD processors session. So today I'm going to, Structure this into four segments. First I'm going to talk about how AI workloads are different and why do they need different types of networks.And the second part would be around what did how did OCI solve it. And then I'm going to share a few performance benchmarks. And then provide a glimpse into th ...

India's top athletes for Commonwealth Games. He has been a driving force behind high performance sports in India. [Applause] I was around probably seven or eight years old when I saw these two young guys must be in their 20ies.Our neighbors behind our house. Every evening they would train with makeshift weights on the terrace. I was curious because they looked like superheroes to me.So one day I walked upstairs and asked them, "Can I also do what you're doing?" They looked at me, smiled and said, "Start whe ...

[Music] As I gasped for air, barely able to move after my 10k run, I thought maybe I'm not built for this. But then I realized pain was giving me a choice. I could kit or I could continue.What if I told you that pain is not our enemy but our greatest teacher. The very thing we spend our lives avoiding could be the thing to unlocking our achievement. We all experience pain physically, emotionally, mentally.But the real question is what if we chose to embrace pain. Could it be the gateway to something greater ...