7/ Understand Wordembeddings and RNNs
LLMS
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NLP Fundamentals: Essential Concepts for Beginners
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6/ NLP fundamentals you should know https://
medium.com/@avikumart_/th
e-fundamentals-of-natural-language-processing-a-beginners-guide-5b2a0671c998
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LLMs Optimize Code with Functionally Correct Performance Improvements
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7/ LLMs to Optimize Code – an approach that uses LLMs to suggest functionally correct, performance-improving code edits.
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Prompt Injection Threats: Comprehensive Analysis of LLM Security Risks
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8/ Prompt Injection Threats – a comprehensive analysis of novel prompt injection threats to application-integrated LLMs.
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Recitation-Augmented LMs Enhance Knowledge-Intensive Task Performance
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6/ Recitation-Augmented LMs – an approach that recites passages from the LLM’s own memory to produce final answers; shows high performance on knowledge-intensive tasks.
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Modular Deep Learning Survey: Building Blocks Neural Networks
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5/ Modular Deep Learning – a survey offering a unified view of the building blocks of modular neural networks; it also includes a discussion about modularity in the context of scaling LMs, causal inference, and other key topics in ML.
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Top ML Papers Week: LLaMA, Diffusion Models, Code Optimization
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Top ML Papers of the Week (Feb 20-26): – LLaMA (65B params foundation model)
– Composer (5B params diffusion model)
– Active-Prompt
– Modular Deep Learning
– Memory-Efficient Radiance Fields
– LLMs to Optimize Code … -
LLaMA 65B: Meta’s Open Source Model Outperforms GPT-3
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1/ LLaMA – a 65B parameter foundation model released by Meta AI; relies on publicly available data and outperforms GPT-3 on most benchmarks despite being 10x smaller.
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Democratizing Hardware for Large Language Models
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Democratizing the hardware side of large language models
by @bendee983 @bdtechtalks Read more: https://
buff.ly/3Q0ImKe #MachineLearning #ArtificialIntelligence #ML #MI #DataScience cc: @bigdata @patrickgunz_ch @amuellerml -
Why AI Chatbots Tell Lies and Act Weird
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Why Do A.I. Chatbots Tell Lies and Act Weird? Look in the Mirror. – The New York Times Read more here: https://
ift.tt/fg4zyQL #ArtificialIntelligence #AI #DataScience #100DaysOfCode #Python #MachineLearning #BigData #DeepLearning #NLP #Robots #IoT