Language models, a subset of artificial intelligence, focus on interpreting and generating human-like text. These models are integral to various …
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Alignment Lab AI Releases ‘Buzz Dataset’: The Largest Supervised Fine-Tuning Open-Sourced Dataset
How ‘Chain of Thought’ Makes Transformers Smarter
Large Language Models (LLMs) like GPT-3 and ChatGPT exhibit exceptional capabilities in complex reasoning tasks such as mathematical problem-solving and …
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FastGen: Cutting GPU Memory Costs Without Compromising on LLM Quality
Autoregressive language models (ALMs) have proven their capability in machine translation, text generation, etc. However, these models pose challenges, including …
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Don’t overlook the impact of AI on data management
Join us in returning to NYC on June 5th to collaborate with executive leaders in exploring comprehensive methods for auditing …
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Are you behind when it comes to generative AI?
Join us in returning to NYC on June 5th to collaborate with executive leaders in exploring comprehensive methods for auditing …
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QoQ and QServe: A New Frontier in Model Quantization Transforming Large Language Model Deployment
Quantization, a method integral to computational linguistics, is essential for managing the vast computational demands of deploying large language models …
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Researchers from Princeton and Meta AI Introduce ‘Lory’: A Fully-Differentiable MoE Model Designed for Autoregressive Language Model Pre-Training
Mixture-of-experts (MoE) architectures use sparse activation to initial the scaling of model sizes while preserving high training and inference efficiency. …
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THRONE: Advancing the Evaluation of Hallucinations in Vision-Language Models
Understanding and mitigating hallucinations in vision-language models (VLVMs) is an emerging field of research that addresses the generation of coherent …
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Safe Marine Navigation Using Vision AI: Enhancing Maritime Safety and Efficiency
Maritime transportation has always been pivotal for global trade and travel, but navigating the vast and often unpredictable waters presents …
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KnowHalu: A Novel AI Approach for Detecting Hallucinations in Text Generated by Large Language Models (LLMs)
The power of LLMs to generate coherent and contextually appropriate text is impressive and valuable. However, these models sometimes produce …
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