8). Can LLMs Unlock Novel Scientific Research Ideas – investigates whether LLM can generate novel scientific research ideas; reports that Claude and GPT models tend to align more with the author's perspectives on future research ideas; this is measured across different domains
GENERATIVE AI
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Small Language Models Role Applications in LLM Era
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6). The Role of Small Language Models in the LLM Era – closely examines the relationship between LLMs and SLMs; common applications of SLMs include data curation, training stronger models, efficient inference, evaluators, retrievers, and much more; includes insights for
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LLaMa-Omni: Low-Latency Speech-to-Speech LLM Model Architecture
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7). LLaMa-Omni – a model architecture for low-latency speech interaction with LLMs; it is based on Llama-3.1-8B-Instruct and can simultaneously generate both text and speech responses given speech instructions; responses can be generated with a response latency as low as 226ms…
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DataGemma: Fine-tuned Gemma 2 Models for Statistical Data
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4). DataGemma – includes a series of fine-tuned Gemma 2 models to help LLMs access and incorporate numerical and statistical data; proposes a new approach called Retrieval Interleaved Generation (RIG) which can reliably incorporate public statistical data from Data Commons into
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LLMs Learn to Reason with Reinforcement Learning Training
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1). Learning to Reason with LLMs – a new family of LLMs trained with reinforcement learning to reason before it responds to complex tasks; it produces a long internal chain of thought and exceeds in science, code, and math-related tasks…
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Chai-1: Multimodal Foundation Model for Molecular Structure Prediction
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2). Chai-1 – a new multi-modal foundation model for molecular structure prediction that can predict proteins, small molecules, DNA, RNA, and more; it achieves state-of-the-art results on a variety of tasks in drug discovery…
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o1 and Next-Gen Models Post-Train on IQ Tests via RLHF
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The best way to parse this post is o1 and the next set of models from everyone else have and will post-train (RLHF) on IQ tests.
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Domain-Specific AI Training Generalization Limitations
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It’s also a ton of domain specific training that probably wouldn’t generalize all that well. Standing firm on our bet.
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AI Art Anniversary: Crypto Movement Milestone Celebrated
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CELEBRATING 3 Years Anniversary!! Crypto AI Art #450 HISTORICAL SIGNIFICANCE: The "Becoming" Collection is opening the doors to the #CryptoAIArt Movement Listing: https://
opensea.io/assets/ethereu
m/0x495f947276749ce646f68ac8c248420045cb7b5e/2392630434290240917728431095880785304289144848761899072947382936359793590273
… Owned by : D695AD Minted on September 15, 2021 #MontrealAI #NFT #NFTCommunity -
Groq API Integration with OpenWebUI Tutorial Video
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Check out this video from @mesudarshan (Data Science Basics on YT) for a tutorial on integrating the Groq API (including our newly introduce Llava 1.57B model) with the OpenWebUI.