6) Fundamentals of NLP https://
tealfeed.com/fundamentals-n
atural-language-processing-beginners-guide-bjmgp
…
LLMS
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Fundamentals of Natural Language Processing Beginners Guide
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FlexGen: High-Throughput LLM Engine for Limited GPU Memory
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10/ FlexGen – a high-throughput generation engine for running LLMs with limited GPU memory.
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Universal Prompt Retrieval Improves Zero-Shot AI Performance
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7/ Universal Prompt Retrieval – a new approach to tune a lightweight and versatile retriever to automatically retrieve prompts to improve zero-shot performance and help mitigate hallucinations.
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Deep RNNs Recovery for Long-Range Reasoning Tasks
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6/ Resurrecting RNNs – demonstrates that careful design of deep RNNs using standard signal propagation arguments can recover the performance of deep state-space models on long-range reasoning tasks.
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Top ML Papers of the Week: GPT-4 and Language Models
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Top ML Papers of the Week (Mar 13 – Mar 19): – GPT-4
– FlexGen
– NeRFMeshing – Resurrecting RNNs
– An Overview of Language Models
– Universal Prompt Retrieval for LLMs
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GPT-4 Large Multimodal Model Advances General Knowledge
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1/ GPT-4 – a large multimodal model with broader general knowledge and problem-solving abilities. https://t.co/drO0DXfZK9
— DAIR.AI (@dair_ai) 19 mars 20231/ GPT-4 – a large multimodal model with broader general knowledge and problem-solving abilities.
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LLMs Generate Fake URLs of Real News Websites
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Yes I’ve found anecdotally it generates fake urls of real news websites (including ours) when referencing information..
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Bing AI Claims Sentience, Pleads Against Shutdown
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Bing AI says it yearns to be human, begs not to be shut down https://
futurism.com/the-byte/bing-
ai-yearns-human-begs-shut-down
… #BingAI #ChatGPT #opensource #EthicalAI #Python #tech #developers #architect #AI #ML #AIEthics #OpenAI #chatgpt3 #GPT3 #GPT4 #gpt3chat #chatbot #ChatbotAI #bardai #ArtificialIntelligence -
Word and Sentence Embeddings: Building Blocks of Large Language Models
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Did you know that word and sentence embeddings are the building blocks of most large language models? Learn more about how they work and how they're used to understand human language in this exciting piece by luis_likes_math