5/ Fact Recalling in LLMs – studies how MLP layers implement a lookup table for factual recall; suggests that early MLP layers act as a lookup table and recommends thinking about the recall of factual knowledge in the model as multi-token embeddings.
RESEARCH
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Math-Centric Corpus for Generative AI Foundation Models
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6/ Generative AI for Math – presents a diverse and high-quality math-centric corpus comprising of ~9.5 billion tokens to train foundation models.
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PromptBench: Unified LLM Evaluation and Prompt Engineering Library
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3/ PromptBench – a unified library that supports comprehensive evaluation and analysis of LLMs; it consists of functionalities for prompt construction, prompt engineering, dataset and model loading, adversarial prompt attack, and more.
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Red-teaming GPT-4 APIs: Fine-tuning, Functions, Retrieval
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4/ Exploiting Novel GPT-4 APIs – performs red-teaming on three functionalities exposed in the GPT-4 APIs: fine-tuning, function calling, and knowledge retrieval.
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Survey of 300+ Papers: Generative AI from Gemini to Q-Star
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2/ From Gemini to Q-Star – surveys 300+ papers and summarizes research developments to look at in the space of Generative AI; it covers computational challenges, scalability, real-world implications, and more.
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Innovative Multimodal Models Redefine AI Capabilities
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7. Innovative multimodal Models • LLAMA 2, SAM, LLaVA, and more redefine image segmentation, language vision, and advanced Al capabilities.
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NVIDIA’s Advancements in Image Generation in 2023
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8. Advancements in Image Generation • NVIDIA's Perfusion, Drag Your GAN, and Neuralangelo elevate image generation with superior control and realism. #whatsai #ai2023 #GPT4 #futuretech #aiinnovation #ai
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PaLM-E: AI Robotics Breakthrough in Multimodal Interpretation
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5. AI in Robotics with PaLM-E • PaLM-E blends image, text, and robotics, showcasing Al's capability to interpret and interact with the real world.
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Voice Synthesis Revolution: 3-Second Sample Voice Imitation Technology
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1. Voice Synthesis Revolution Valley's technology imitates voices with a 3-second sample Transforming digital media and sound synthesis.
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AI Milestones in 2023: GPT-4, Bard, and Key Breakthroughs
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STOP Scrolling! Good morning AI enthusiasts! Here are some amazing Insights on AI Milestones in 2023 GPT-4, Bard, controversies, and a dynamic year of breakthroughs and challenges in AI