Another amazing landmark achiement to promote the key objectives of digital economy @Dalyahya
TECHNOLOGY
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In-Context Learning Performance with Extreme Long-Context Models
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10). In-Context Learning with Long-Context Models – studies the behavior in-context learning of LLMs at extreme context lengths with long-context models; shows that performance increases as hundreds or thousands of demonstrations are used.
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Neural Network Training Scaled 30X Beyond Previous Literature Records
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This system successfully scaled up training of a neural net 30X larger than previously reported in the literature. You're somehow not very knowledgeable & very opinionated about it, referring to it as a "dead end". Even your "Apologies for the confusion" tweet is incorrect.
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Backpropagation Support in Neural Networks ICML Paper
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It supported backprop from day one, so I'm not sure where you got that Idea. From the ICML paper you mention above:
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Building RAG Web App with Streamlit and Embedchain
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1. Import necessary libraries • Streamlit for building the web app
• Embedchain for the RAG functionality -
CPU GPU TPU support evolution in machine learning framework
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(Initial version supported CPUs. Later versions added support for GPUs and TPUs).
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Deep Learning Evolution From Academic Niche To Commercial Dominance
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For me at least it’s partly that the need isn’t as great now as in 2013 when we planned v1. Deep Learning has gone from a niche academic workshop topic to the most publicized product of more than one > trillion dollar company.
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Anthropic copies ChatGPT’s interface for Claude
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The most interesting part is – Anthropic is working on a new UI for Claude AI that looks like… ChatGPT!
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Evolution of Programming Languages in Machine Learning Research Career
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In roughly all of my experience (Geoff/Ruslan RBM work at UofT, Nando lab at UBC, Andrew Ng lab at Stanford, my 2011 Google internship in baby Google Brain, and ~all computer vision work I was familiar with) it was all only Matlab. I’ve never used Theano but I used Torch in
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Gap between most capable AI and second most capable will increase
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Consider this: The gap between the “most capable” AI and the “second most capable” will actually increase with time.