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Unlocking Intent Alignment in Smaller Language Models: A Comprehensive Guide to Zephyr-7B’s Breakthrough with Distilled Supervised Fine-Tuning and AI Feedback Sana Hassan Artificial Intelligence Category – MarkTechPost

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​ ZEPHYR-7B, a smaller language model optimized for user intent alignment through distilled direct preference optimization (dDPO) using AI Feedback (AIF) data. This approach notably enhances intent alignment without human annotation, achieving top performance on chat benchmarks for 7B parameter models. The method relies on… Read More »Unlocking Intent Alignment in Smaller Language Models: A Comprehensive Guide to Zephyr-7B’s Breakthrough with Distilled Supervised Fine-Tuning and AI Feedback Sana Hassan Artificial Intelligence Category – MarkTechPost

Fast and Cheap Fine-Tuned LLM Inference with LoRA Exchange (LoRAX) MLM Team MachineLearningMastery.com

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​ Sponsored Content     By Travis Addair & Geoffrey Angus If you’d like to learn more about how to efficiently and cost-effectively fine-tune and serve open-source LLMs with LoRAX, join our November 7th webinar. Developers are realizing that smaller, specialized language models such as… Read More »Fast and Cheap Fine-Tuned LLM Inference with LoRA Exchange (LoRAX) MLM Team MachineLearningMastery.com

MetNet-3: A state-of-the-art neural weather model available in Google products Google AI Google AI Blog

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​Posted by Samier Merchant, Google Research, and Nal Kalchbrenner, Google DeepMind Forecasting weather variables such as precipitation, temperature, and wind is key to numerous aspects of society, from daily planning and transportation to energy production. As we continue to see more extreme weather events such… Read More »MetNet-3: A state-of-the-art neural weather model available in Google products Google AI Google AI Blog

Dialogue-guided visual language processing with Amazon SageMaker JumpStart Alfred Shen AWS Machine Learning Blog

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​ Visual language processing (VLP) is at the forefront of generative AI, driving advancements in multimodal learning that encompasses language intelligence, vision understanding, and processing. Combined with large language models (LLM) and Contrastive Language-Image Pre-Training (CLIP) trained with a large quantity of multimodality data, visual… Read More »Dialogue-guided visual language processing with Amazon SageMaker JumpStart Alfred Shen AWS Machine Learning Blog

How Reveal’s Logikcull used Amazon Comprehend to detect and redact PII from legal documents at scale Aman Tiwari AWS Machine Learning Blog

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​ Today, personally identifiable information (PII) is everywhere. PII is in emails, slack messages, videos, PDFs, and so on. It refers to any data or information that can be used to identify a specific individual. PII is sensitive in nature and includes various types of… Read More »How Reveal’s Logikcull used Amazon Comprehend to detect and redact PII from legal documents at scale Aman Tiwari AWS Machine Learning Blog

You.com Releases the YouRetriever: The Simplest Interface to the You.com Search API Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

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​ You.com released the YouRetriever, the simplest interface to the You.com Search API. The You.com Search API was developed with Retrieval Augmented Generation (RAG) applications in mind by LLMs for LLMs. They achieve this by testing our API with various datasets to establish standards for… Read More »You.com Releases the YouRetriever: The Simplest Interface to the You.com Search API Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

Researchers from China Introduced a Novel Compression Paradigm called Retrieval-based Knowledge Transfer (RetriKT): Revolutionizing the Deployment of Large-Scale Pre-Trained Language Models in Real-World Applications Aneesh Tickoo Artificial Intelligence Category – MarkTechPost

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​ Natural language processing (NLP) applications have shown remarkable performance using pre-trained language models (PLMs), including BERT/RoBERTa. However, because of their enormous complexity, these models—which generally have hundreds of millions of parameters—present a significant difficulty for researchers. Thus, large-scale pre-trained language models (PLMs) have not… Read More »Researchers from China Introduced a Novel Compression Paradigm called Retrieval-based Knowledge Transfer (RetriKT): Revolutionizing the Deployment of Large-Scale Pre-Trained Language Models in Real-World Applications Aneesh Tickoo Artificial Intelligence Category – MarkTechPost

Exclusive Invitation: Join My Talk on AI-Bots This Morning! Stefan Kojouharov Becoming Human: Artificial Intelligence Magazine – Medium

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​Photo by Matthew Osborn on Unsplash Hey Friend, Over the past few years, we’ve shared exciting developments in AI. In the last year, the world of Conversational AI and Chatbots has exploded and I’d love to share my insights and for you to be part of this wave.… Read More »Exclusive Invitation: Join My Talk on AI-Bots This Morning! Stefan Kojouharov Becoming Human: Artificial Intelligence Magazine – Medium

Advancing Artificial Intelligence: Sungkyunkwan University’s Innovative Memory System Called ‘Memoria’ Boosts Transformer Performance on Long-Sequence Complex Tasks Niharika Singh Artificial Intelligence Category – MarkTechPost

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​ In recent years, machine learning has faced a common challenge: the limited storage capacity of transformers. These models, known for their prowess in deciphering patterns within sequential data, excel in numerous applications but must improve when confronted with lengthy data sequences. The conventional approach… Read More »Advancing Artificial Intelligence: Sungkyunkwan University’s Innovative Memory System Called ‘Memoria’ Boosts Transformer Performance on Long-Sequence Complex Tasks Niharika Singh Artificial Intelligence Category – MarkTechPost