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MIT Researchers Introduce a Novel Machine Learning Approach in Developing Mini-GPTs via Contextual Pruning Muhammad Athar Ganaie Artificial Intelligence Category – MarkTechPost

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​ In recent AI advancements, optimizing large language models (LLMs) has been the most pressing issue. These advanced AI models offer unprecedented capabilities in processing and understanding natural language, yet they come with significant drawbacks. The primary challenges include their immense size, high computational demands,… Read More »MIT Researchers Introduce a Novel Machine Learning Approach in Developing Mini-GPTs via Contextual Pruning Muhammad Athar Ganaie Artificial Intelligence Category – MarkTechPost

This AI Paper from CMU Shows an in-depth Exploration of Gemini’s Language Abilities Tanya Malhotra Artificial Intelligence Category – MarkTechPost

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​ Google’s Gemini Model has been in the talks ever since the day of its release. This recent addition to the long list of incredible language models has marked a significant milestone in the field of Artificial Intelligence (AI) and Machine Learning (ML). Gemini’s exceptional… Read More »This AI Paper from CMU Shows an in-depth Exploration of Gemini’s Language Abilities Tanya Malhotra Artificial Intelligence Category – MarkTechPost

Amazon SageMaker model parallel library now accelerates PyTorch FSDP workloads by up to 20% Robert Van Dusen AWS Machine Learning Blog

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​ Large language model (LLM) training has surged in popularity over the last year with the release of several popular models such as Llama 2, Falcon, and Mistral. Customers are now pre-training and fine-tuning LLMs ranging from 1 billion to over 175 billion parameters to… Read More »Amazon SageMaker model parallel library now accelerates PyTorch FSDP workloads by up to 20% Robert Van Dusen AWS Machine Learning Blog

Microsoft Azure AI Widens Model Selection with Llama 2 and GPT-4 Turbo with Vision Niharika Singh Artificial Intelligence Category – MarkTechPost

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​ In a recent move, Microsoft’s Azure AI platform has expanded its range by introducing two advanced AI models, Llama 2 and GPT-4 Turbo with Vision. This addition marks a significant expansion in the platform’s AI capabilities. The team at Microsoft Azure AI recently announced… Read More »Microsoft Azure AI Widens Model Selection with Llama 2 and GPT-4 Turbo with Vision Niharika Singh Artificial Intelligence Category – MarkTechPost

Mixtral-8x7B is now available in Amazon SageMaker JumpStart Rachna Chadha AWS Machine Learning Blog

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​ Today, we are excited to announce that the Mixtral-8x7B large language model (LLM), developed by Mistral AI, is available for customers through Amazon SageMaker JumpStart to deploy with one click for running inference. The Mixtral-8x7B LLM is a pre-trained sparse mixture of expert model,… Read More »Mixtral-8x7B is now available in Amazon SageMaker JumpStart Rachna Chadha AWS Machine Learning Blog

Meet VistaLLM: Revolutionizing Vision-Language Processing with Advanced Segmentation and Multi-Image Integration Adnan Hassan Artificial Intelligence Category – MarkTechPost

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​ LLMs have ushered in a new era of general-purpose vision systems, showcasing their prowess in processing visual inputs. This integration has led to the unification of diverse vision-language tasks through instruction tuning, marking a significant stride in the convergence of natural language understanding and… Read More »Meet VistaLLM: Revolutionizing Vision-Language Processing with Advanced Segmentation and Multi-Image Integration Adnan Hassan Artificial Intelligence Category – MarkTechPost

Deploy foundation models with Amazon SageMaker, iterate and monitor with TruEra Josh Reini AWS Machine Learning Blog

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​ This blog is co-written with Josh Reini, Shayak Sen and Anupam Datta from TruEra Amazon SageMaker JumpStart provides a variety of pretrained foundation models such as Llama-2 and Mistal 7B that can be quickly deployed to an endpoint. These foundation models perform well with… Read More »Deploy foundation models with Amazon SageMaker, iterate and monitor with TruEra Josh Reini AWS Machine Learning Blog

Build generative AI agents with Amazon Bedrock, Amazon DynamoDB, Amazon Kendra, Amazon Lex, and LangChain Kyle Blocksom AWS Machine Learning Blog

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​ Generative AI agents are capable of producing human-like responses and engaging in natural language conversations by orchestrating a chain of calls to foundation models (FMs) and other augmenting tools based on user input. Instead of only fulfilling predefined intents through a static decision tree,… Read More »Build generative AI agents with Amazon Bedrock, Amazon DynamoDB, Amazon Kendra, Amazon Lex, and LangChain Kyle Blocksom AWS Machine Learning Blog