• Vocabulary Expansion for Large Models, Big Data Enhancing LMs, 4D Reconstruction Progress, AI Cityscape Generation, DPO Policy Analysis, Expanding Code Models, Multimodal LM Trust Evaluation

  • Jul 22 2024
  • Length: 15 mins
  • Podcast

Vocabulary Expansion for Large Models, Big Data Enhancing LMs, 4D Reconstruction Progress, AI Cityscape Generation, DPO Policy Analysis, Expanding Code Models, Multimodal LM Trust Evaluation

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  • Summary

  • Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies Scaling Retrieval-Based Language Models with a Trillion-Token Datastore Shape of Motion: 4D Reconstruction from a Single Video Streetscapes: Large-scale Consistent Street View Generation Using Autoregressive Video Diffusion Understanding Reference Policies in Direct Preference Optimization Scaling Granite Code Models to 128K Context Benchmarking Trustworthiness of Multimodal Large Language Models: A Comprehensive Study
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