The Llamaverse has been noisy these past 48 hours. Here's a roundup of some amazing work that's caught our eye
AI
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Numeric representation for efficient fused multiply-add hardware
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Conventional numbers are easy to add/subtract and logs are easy to multiply/divide — I wonder if there is a numeric representation that could support more efficient hardware fused multiply-adds for matrix multiplies.
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TokenFlow: Consistent Diffusion Features for Video Editing
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TokenFlow: Consistent Diffusion Features for Consistent Video Editing
— AK (@_akhaliq) 21 juillet 2023
paper page: https://t.co/t094Un4uNm
The generative AI revolution has recently expanded to videos. Nevertheless, current state-of-the-art video models are still lagging behind image models in terms of visual… pic.twitter.com/PVtfrLyLmaTokenFlow: Consistent Diffusion Features for Consistent Editing paper page: https://
huggingface.co/papers/2307.10
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… The generative AI revolution has recently expanded to videos. Nevertheless, current state-of-the-art video models are still lagging behind image models in terms of visual -
Meta-Transformer: Unified Framework for Multimodal Learning
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Meta-Transformer: A Unified Framework for Multimodal Learning Zhang et al.: https://
arxiv.org/abs/2307.10802 #ArtificialIntelligence #Transformer #MultimodalLearning -
Evaluating Instruction-Following in Language Models via Verbalizer Manipulation
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Instruction-following Evaluation through Verbalizer Manipulation paper page: https://
huggingface.co/papers/2307.10
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… While instruction-tuned models have shown remarkable success in various natural language processing tasks, accurately evaluating their ability to follow instructions remains -
Challenges and Applications of Large Language Models
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Challenges and Applications of Large Language Models Kaddour et al.: https://
arxiv.org/abs/2307.10169 #ArtificialIntelligence #DeepLearning #LargeLanguageModels -
Top AI Tools Published Yesterday You Should Check
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Top AI tools published yesterday, don't forget to check them out!
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AI Creativity Research Verified and Shared
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Glad to see this verified: https://
neurosciencenews.com/ai-creativity-
23585/
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Synthetic Text Extrusion Is Not Reasoning: Critical AI Analysis
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Extruding synthetic text is not reasoning. If the extruded text looks like sometning sensible, it is because we have made sense of it. I find it dismaying that even critical journalists like @willknight feel a need to repeat these tropes.
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LLM Reasoning Capabilities and AGI Sparks Discussion
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The assertion that LLMs are "capable of surprisingly sophisticated reasoning" is supported with a link an article @willknight wrote on the "Sparks of AGI" paper + criticism of it. >>