When we autoregressively sample from a language model, we are, by definition, seeing its hallucination. Users may think otherwise only when the LLM’s “dream” just so happens be an output that is acceptable to the user.
LLMS
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Adversarial Training Framework Improves LLM Robustness
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Drop by the #EMNLP2023 Google booth today at 12:30 PM to learn about an adversarial training framework that uses limited human adversarial examples to generate and scale more useful synthetic examples that improve LLM robustness to unseen attacks.
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Video-LLaVA: Unified Visual Representation Learning for Multimodal AI
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GitHub – PKU-YuanGroup/Video-LLaVA: Video-LLaVA: Learning United Visual Representation by Alignment Before Projection https://
bit.ly/3Rab0KS #AI #MachineLearning #DeepLearning #LLMs #DataScience -
Mistral’s Bold Strategy: Sharing AI Models Without Context
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say what you will about mistral, tweeting exclusively download links to new models with no context is unbelievably cool
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1-Pager: Unified Retrieval and Reasoning with Single Transformer
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Current retrieval paradigms are complex, pipelined systems. Visit the #EMNLP2023 Google booth today at 10:30 AM to learn about 1-Pager, a system that aligns retrieval and reasoning as a unified task with a single Transformer-based model and decoding pass.
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Regulators Determining LLM Compliance Standards Questioned
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Can’t wait for these people to be in charge of determining if your LLMs are compliant!
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Competitor Claims AI Model Quality Parity With GPT-4
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They're desperate to make people believe they're as good as GPT-4.
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Integrating Custom GPTs for Automated Content Publishing Pipelines
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In my efforts to fully automate my content publishing pipeline, I've been focusing on creating various custom #GPTs. A critical element in this process is ensuring that all these GPTs have consistent context for optimal functionality. To address this, I've integrated these GPTs
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Groq Showcases LLM Acceleration Technology at DoDIIS23 Defense Conference
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Join us next week at @DefenseIntel
's #DoDIIS23 to witness firsthand how our cutting-edge technology accelerates your #LLMs, paving the way for quicker decisions and unmatched precision in defeating adversaries. We can't wait to wow you at booth #1520! #GroqOn #DefenseTech -
Mistral Model Impact Wave in AI Development
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(though to be clear I doubt it was *just* the Mistral model and maybe more of a pending wave)