​ Large language models (LLMs) built on top of big foundation models have shown the general ability to execute various tasks that were impossible before. However, more finetuning of such LLMs is required to increase performance on specialized domains or jobs. Common procedures for finetuning… Read More »Transforming Specialized AI Training- Meet LMFlow: A Promising Toolkit to Efficiently Fine-Tune and Personalize Large Foundation Models for Superior Performance Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

​ Since the introduction of OpenAI’s revolutionary ChatGPT, which smashed records by gaining the fastest 100 million users for a product, considerable advancements have been made in the field of natural language conversation agents. Researchers are actively exploring various techniques and strategies to enhance chatbot… Read More »Meet ChatGLM2-6B: The Second-Generation Version of the Open-Source Bilingual (Chinese-English) Chat Model ChatGLM-6B Khushboo Gupta Artificial Intelligence Category – MarkTechPost

​ After the grand success of MosaicML-7B, MosaicML has yet again outperformed the benchmark they set earlier. In the new groundbreaking release, MosaicML has launched MosaicML-30B.  MosaicML is a very precise and powerful pretrained transformer. MosaicML claims that MosaicML-30B is even better than ChatGPT3.  Before… Read More »MosaicML Just Released Their MPT-30B Under Apache 2.0. Anant shahi Artificial Intelligence Category – MarkTechPost

​ Activation functions for neural networks are an essential part of deep learning since they decide the accuracy and efficiency of the training model used to create or split a large-scale neural network and the output of deep learning models. The Activation Function is a… Read More »Type of Activation Functions in Neural Networks Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

​*=Equal Contributors Providing voice assistants the ability to navigate multi-turn conversations is a challenging problem. Handling multi-turn interactions requires the system to understand various conversational use-cases, such as steering, intent carryover, disfluencies, entity carryover, and repair. The complexity of this problem is compounded by the… Read More »5IDER: Unified Query Rewriting for Steering, Intent Carryover, Disfluencies, Entity Carryover and Repair Apple Machine Learning Research

​ The field of Data Science and Machine Learning is growing every single day. As new models and algorithms are being proposed with time, these new algorithms and models need enormous data for training and testing. Deep Learning models are gaining so much popularity nowadays,… Read More »What Is Synthetic Data? Their Types, Use Cases, And Applications For Machine Learning And Privacy Vineet Kumar Artificial Intelligence Category – MarkTechPost

​Posted by Kuniaki Saito, Student Researcher, Cloud AI Team, and Kihyuk Sohn, Research Scientist, Perception Team Pre-training visual language (VL) models on web-scale image-caption datasets has recently emerged as a powerful alternative to traditional pre-training on image classification data. Image-caption datasets are considered to be… Read More »Unifying image-caption and image-classification datasets with prefix conditioning Google AI Google AI Blog

​ Machine learning uses statistical analysis to generate prediction output without requiring explicit programming. It employs a chain of algorithms that learn to interpret the relationship between datasets to achieve its goal. Unfortunately, most data scientists are not software engineers, which can make it difficult… Read More »What is Machine Learning as a Service? Benefits And Top MLaaS Platforms Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

​ Amazon SageMaker JumpStart is a machine learning (ML) hub that can help you accelerate your ML journey. With SageMaker JumpStart, you can discover and deploy publicly available and proprietary foundation models to dedicated Amazon SageMaker instances for your generative AI applications. SageMaker JumpStart allows… Read More »Use proprietary foundation models from Amazon SageMaker JumpStart in Amazon SageMaker Studio June Won AWS Machine Learning Blog

​ Since the discovery of the Transformer design, the art of training massive artificial neural networks has advanced enormously, but the science underlying this accomplishment is still in its infancy. A sense of order eventually emerged amid the overwhelming and perplexing array of results around… Read More »Microsoft Research Introduces phi-1: A New Large Language Model Specialized in Python Coding with Significant Smaller Size than Competing Models Aneesh Tickoo Artificial Intelligence Category – MarkTechPost