#Infographic – Retrieval Augmented Generation (RAG) Steps Explained Source: https://
linkedin.com/posts/kalyanks
nlp_rag-llms-nlproc-activity-7265195109359448066-4j9f/?utm_source=share&utm_medium=member_ios
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RESEARCH
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Retrieval Augmented Generation RAG Steps Explained Infographic
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Free PDF Books on Data Mining and Machine Learning Fundamentals
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Web link to Free PDF books (FOR PERSONAL USE ONLY) — including "#DataMining and #MachineLearning Fundamental Concepts and Algorithms" at: https://
freecomputerbooks.com/Data-Mining-an
d-Analysis-Fundamental-Concepts-and-Algorithms.html
… #AI #DataScience #DataScientist -
Survey of Large Language Model-Powered GUI Agents
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A Survey of Large Language Model-Brained GUI Agents: https://arxiv.org/abs/2411.18279 (download 78-page PDF) #LLMs #GenAI #GenerativeAI #AI #MachineLearning #DataScience #DataScientist
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Stanford CS224N: Natural Language Processing with Deep Learning Course
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I like this one. Introducing Stanford CS224N: Natural Language Processing with Deep Learning https://
web.stanford.edu/class/cs224n/ -
ICLR 2025 Diffusion Model Scaling for Illumination Harmonization
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ICLR 2025 full scores paper, 10, 10, 10, 10! Scaling In-the-Wild Training for Diffusion-based Illumination Harmonization and Editing by Imposing Consistent Light Transport https://
openreview.net/pdf?id=u1cQYxR
I1H
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Tokenization vs arithmetic errors in LLMs
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Less in the “profound” category but inspired by ppl saying this about “David Mayer” which seems to just be a string filter In general I think arithmetic and indexing failures are over-attributed to tokenization; e.g. digit tokenization is more consistent than most realize
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AI thinks differently: alien intelligence reshapes human capability
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AI is an alien intelligence. Much of what is easy for us is hard for AI and vice-versa. And that's (mostly) a good thing:
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Riemannian Metrics and Diffusion Score Matching Connections
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Thoughts on Riemannian metrics and its connection with diffusion/score matching [Part I] | Terra Incognita https://
bit.ly/3V8e4tO
#AI #MachineLearning #DeepLearning #LLMs #DataScience -
CCTV Limitations and Local AI Expertise Gap
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but isn’t it the case that cctv is rubbish and can’t be searched/used? i once had this in grad school – laptop was stolen in a public setting and i was told some version of “cctv footage is unusable” shame we lack local camera and ai expertise hey
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PDP-1 Minicomputer Launched Spacewar Gaming and Hacker Culture
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65 years ago today, MIT spin-off DEC began shipping a minicomputer called the PDP-1. Little did they know, it would be used to develop the first multiplayer video game Spacewar & usher in US hacker culture: http://
bit.ly/2XFazMu v/
@ComputerHistory