Had a blast at @MindsDB conference yesterday – thanks @paxcema and and Jorge Talked a bit about how @langchain can help connect LLMs to your structured data and different options – embed it, query it, chains, agents, combinations Slides here:
LLMS
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Groq’s Compiler Approach Keeps Pace with LLM Innovation
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Groq's generalizable compiler and software-defined hardware approach is keeping up with the rapid pace of LLM innovation–something that traditional kernel-based approaches struggle with. We're thrilled to have Gazi Naveed Ahmed on our team to as we continue to innovate. #hiring pic.twitter.com/o4GXtIk17A
— Groq Inc (@GroqInc) 2 juin 2023Groq's generalizable compiler and software-defined hardware approach is keeping up with the rapid pace of LLM innovation–something that traditional kernel-based approaches struggle with. We're thrilled to have Gazi Naveed Ahmed on our team to as we continue to innovate. #hiring
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Understanding Transformer Architecture: Context & Text Generation
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Dive into the fascinating world of Transformer models! Luis Serrano breaks down the architecture & functionality of these ML marvels in this blog. You'll learn how they maintain context, generate coherent text, & much more! Enhance your AI knowledge
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Tracking Emergent Abilities and Capabilities in AI Systems
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emergent abilities or capabilities track?
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RLHF: Training AI Models to Be Safe and Polite
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“In a nutshell, the joke was that in order to prevent A.I. language models from behaving in scary and dangerous ways, A.I. companies have had to train them to act polite and harmless. One popular way to do this is called “reinforcement learning from human feedback,” or R.L.H.F.”
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TGI: Fast Production-Grade Open Source LLM Inference Library
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If you find the Falcon too slow out-of-the-box in the transformers library, you should probably play with the super-fast production-grade OSS inference generation library TGI. Check it out here: https://
github.com/huggingface/te
xt-generation-inference
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TGI: Fastest Open Source LLM Inference Generation Server
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you should use it in the fastest OSS inference generation server out there: TGI (
https://
github.com/huggingface/te
xt-generation-inference
…) Olivier the maintainer has been optimizing it with all his secret knowledge (well not so secret since it's an open-source repository hahaha) -
AI Capability Doubling: Implications for Next 1-2 Years
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These seem like reasonable assumptions with current AI tech. What happens if AI doubles in its capability / reliability over the next 1 – 2 years?
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GPT-4 in Minecraft Unlocks New AI Automation Potential
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They Plugged GPT-4 Into Minecraft—and Unearthed New Potential for #AI … "suggesting that the tech behind ChatGPT could automate many workplace tasks." #RuleoftheRobots https://
wired.com/story/fast-for
ward-gpt-4-minecraft-chatgpt/?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=wired&utm_social-type=earned
… via @wired
