Unite.AI

OCTOBER 27, 2024

The ecosystem has rapidly evolved to support everything from large language models (LLMs) to neural networks, making it easier than ever for developers to integrate AI capabilities into their applications. environments. The framework's strength lies in its extensibility and integration capabilities. TensorFlow.js

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Flipboard

JANUARY 14, 2025

Fully local RAG For the deployment of a large language model (LLM) in a RAG use case on an Outposts rack, the LLM will be self-hosted on a G4dn instance and knowledge bases will be created on the Outpost rack, using either Amazon Elastic Block Storage (Amazon EBS) or Amazon S3 on Outposts.

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AWS Machine Learning Blog

OCTOBER 14, 2024

With recent advances in large language models (LLMs), a wide array of businesses are building new chatbot applications, either to help their external customers or to support internal teams. From slowest to fastest, we have the call to the Claude V3 Vision FM, which takes on average 8.2

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Marktechpost

DECEMBER 13, 2023

Large Language Models (LLMs), due to their strong generalization and reasoning powers, have significantly uplifted the Artificial Intelligence (AI) community. Aligning the language model distribution improves compatibility between the small language model utilized for rapid compression and the intended LLM.

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Large Language Models Natural Language Processing LLM Computer Vision 128

Flipboard

NOVEMBER 20, 2024

The effectiveness of RAG heavily depends on the quality of context provided to the large language model (LLM), which is typically retrieved from vector stores based on user queries. The relevance of this context directly impacts the model’s ability to generate accurate and contextually appropriate responses.

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Metadata LLM Natural Language Processing Generative AI 160

Marktechpost

SEPTEMBER 17, 2023

Large language models (LLMs) built on transformers, including ChatGPT and GPT-4, have demonstrated amazing natural language processing abilities. The creation of transformer-based NLP models has sparked advancements in designing and using transformer-based models in computer vision and other modalities.

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Large Language Models Natural Language Processing BERT Computer Vision 132

Marktechpost

SEPTEMBER 23, 2023

While Large Language Models (LLMs) like ChatGPT and GPT-4 have demonstrated better performance across several benchmarks, open-source projects like MMLU and OpenLLMBoard have quickly progressed in catching up across multiple applications and benchmarks. If you like our work, you will love our newsletter.

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Large Language Models LLM ChatGPT AI Researcher 130

Unite.AI

APRIL 1, 2025

While Large Vision-Language Models (LVLMs) can be useful aides in interpreting some of the more arcane or challenging submissions in computer vision literature, there's one area where they are hamstrung: determining the merits and subjective quality of any video examples that accompany new papers*.

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LLM AI AI Large Language Models 147

Marktechpost

SEPTEMBER 12, 2023

With the constant advancements in the field of Artificial Intelligence, its subfields, including Natural Language Processing, Natural Language Generation, Natural Language Understanding, and Computer Vision, are getting significantly popular. Secondly, it provides an Iterative Solution Generation.

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Large Language Models Natural Language Processing Computer Vision Artificial Intelligence 120

AWS Machine Learning Blog

MARCH 5, 2025

However, traditional machine learning approaches often require extensive data-specific tuning and model customization, resulting in lengthy and resource-heavy development. Enter Chronos , a cutting-edge family of time series models that uses the power of large language model ( LLM ) architectures to break through these hurdles.

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LLM Machine Learning Natural Language Processing Computer Vision 102

Marktechpost

MAY 29, 2024

Multimodal Large Language Models (MLLMs) represent an advanced field in artificial intelligence where models integrate visual and textual information to understand and generate responses. Each method utilizes visual tokens effectively to improve the robustness of visual embeddings fed into the LLM.

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 126

AWS Machine Learning Blog

FEBRUARY 12, 2025

Large language models (LLMs) have revolutionized the field of natural language processing with their ability to understand and generate humanlike text. Researchers developed Medusa , a framework to speed up LLM inference by adding extra heads to predict multiple tokens simultaneously.

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LLM ML Natural Language Processing Machine Learning 76

AI Weekly

APRIL 11, 2024

The Microsoft AI London outpost will focus on advancing state-of-the-art language models, supporting infrastructure, and tooling for foundation models. This paper offers a comprehensive survey of these studies, delivering a systematic review of LLM-based autonomous agents from a holistic perspective.

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Marktechpost

FEBRUARY 5, 2024

Text-to-image (T2I) generation is a rapidly evolving field within computer vision and artificial intelligence. It involves creating visual images from textual descriptions blending natural language processing and graphic visualization domains. This method leverages an LLM agent for compositional text-to-image generation.

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Large Language Models LLM Natural Language Processing Computer Vision 107

Towards AI

NOVEMBER 7, 2024

P.S. We will soon release an extremely in-depth ~90-lesson practical full stack “LLM Developer” conversion course. It highlights the dangers of using black box AI systems in critical applications and discusses techniques like LIME and Grad-CAM for enhancing model transparency. Learn AI Together Community section! AI poll of the week!

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AWS Machine Learning Blog

JUNE 18, 2024

Traditional neural network models like RNNs and LSTMs and more modern transformer-based models like BERT for NER require costly fine-tuning on labeled data for every custom entity type. By using the model’s broad linguistic understanding, you can perform NER on the fly for any specified entity type.

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Large Language Models Natural Language Processing LLM Computer Vision 120

Unite.AI

OCTOBER 17, 2024

Some of the earliest and most extensive work has occurred in the use of deep learning and computer vision models. observational studies and clinical trials–have used population-focused modeling approaches that rely on regression models, in which independent variables are used to predict outcomes.

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Neural Network Convolutional Neural Networks Large Language Models Computer Vision 263

Marktechpost

SEPTEMBER 15, 2023

Recently, Large Language Models (LLMs) have played a crucial role in the field of natural language understanding, showcasing remarkable capabilities in generalizing across a wide range of tasks, including zero-shot and few-shot scenarios. An overview of the proposed approach is presented in the figure below.

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Large Language Models LLM OpenAI AI Research 126

AWS Machine Learning Blog

MARCH 17, 2025

Large language models (LLMs) have revolutionized the field of natural language processing, enabling machines to understand and generate human-like text with remarkable accuracy. However, despite their impressive language capabilities, LLMs are inherently limited by the data they were trained on.

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AI News

AUGUST 9, 2023

This cutting-edge collaboration comes at a pivotal moment when developers and researchers are actively exploring the potential of large language models (LLMs) and accelerated computing to unlock novel consumer and business use cases.

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Neural Network Big Data Computer Vision Large Language Models 243

Marktechpost

JUNE 17, 2024

Computer vision focuses on enabling devices to interpret & understand visual information from the world. This involves various tasks such as image recognition, object detection, and visual search, where the goal is to develop models that can process and analyze visual data effectively. Check out the Paper.

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Large Language Models Computer Vision Data Quality Responsible AI 107

AWS Machine Learning Blog

NOVEMBER 6, 2023

We are excited to announce that Amazon SageMaker JumpStart can now stream large language model (LLM) inference responses. Token streaming allows you to see the model response output as it is being generated instead of waiting for LLMs to finish the response generation before it is made available for you to use or display.

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Marktechpost

APRIL 8, 2024

Large Language Models (LLMs) have demonstrated unparalleled capabilities in processing and generating text, transforming how to interact with digital content. KAUST and Harvard University researchers present MiniGPT4-Video , a pioneering multimodal LLM tailored specifically for video understanding.

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Large Language Models LLM ML Computer Vision 102

NVIDIA

MARCH 18, 2025

Enterprises can run the NVIDIA Omniverse and NVIDIA AI Enterprise platforms at scale on RTX PRO 6000 Blackwell Server Edition GPUs to accelerate the development and deployment of agentic and physical AI applications, such as image and video generation, LLM inference, recommender systems , computer vision, digital twins and robotics simulation.

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AI Generative AI AI Computer Vision 113

Marktechpost

SEPTEMBER 23, 2023

Large Language Models (LLMs) have recently gained immense popularity due to their accessibility and remarkable ability to generate text responses for a wide range of user queries. More than a billion people have utilized LLMs like ChatGPT to get information and solutions to their problems.

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Large Language Models LLM ChatGPT AI 129

Unite.AI

MARCH 19, 2025

F-16 A new paper from China is offering a solution, in the form of the first multimodal large language model (MLLM, or simply LLM) that can analyze video at 16fps instead of the standard 1fps, while avoiding the major pitfalls of increasing the analysis rate. A learning rate of 210 was used during training.

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LLM Computer Vision Large Language Models Machine Learning 130

Unite.AI

MARCH 13, 2025

Source: [link] Sudden Impact The generative video AI research scene itself is no less explosive; it's still the first half of March, and Tuesday's submissions to Arxiv's Computer Vision section (a hub for generative AI papers) came to nearly 350 entries a figure more associated with the height of conference season.

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AI AI LLM Computer Vision 222

Marktechpost

JULY 27, 2023

Large Language Models are the new trend, thanks to the introduction of the well-known ChatGPT. Developed by OpenAI, this chatbot does everything from answering questions precisely, summarizing long paragraphs of textual data, completing code snippets, translating the text into different languages, and so on.

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Large Language Models Neural Network LLM Natural Language Processing 98

Towards AI

DECEMBER 26, 2024

If you havent already checked it out, weve also launched an extremely in-depth course to help you land a 6-figure job as an LLM developer. But, all the rules of learning that apply to AI, machine learning, and NLP dont always apply to LLMs, especially if you are building something or looking for a high-paying job.

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LLM Neural Network NLP Computer Vision 105

Marktechpost

AUGUST 15, 2024

These models struggle with processing temporal dynamics and integrating audio-visual data, limiting their effectiveness in predicting future events and performing comprehensive multimodal analyses. Addressing these complexities is crucial for enhancing Video-LLM performance.

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Large Language Models LLM Data Integration ML 114

Flipboard

FEBRUARY 10, 2025

Unlike traditional systems, which rely on rule-based automation and structured data, agentic systems, powered by large language models (LLMs), can operate autonomously, learn from their environment, and make nuanced, context-aware decisions. DeepSeek-R1 is an advanced LLM developed by the AI startup DeepSeek.

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Marktechpost

DECEMBER 5, 2023

A team of researchers from Max Plank Institute for Intelligent Systems, ETH Zurich, Meshcapade, and Tsinghua University built a framework employing a Large Language Model called PoseGPT to understand and reason about 3D human poses from images or textual descriptions. If you like our work, you will love our newsletter.

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Large Language Models Artificial Intelligence Artificial Intelligence LLM 130

Google Research AI blog

AUGUST 18, 2023

Posted by Ziniu Hu, Student Researcher, and Alireza Fathi, Research Scientist, Google Research, Perception Team There has been great progress towards adapting large language models (LLMs) to accommodate multimodal inputs for tasks including image captioning , visual question answering (VQA) , and open vocabulary recognition.

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Marktechpost

OCTOBER 12, 2024

Multimodal Large Language Models (MLLMs) have made significant progress in various applications using the power of Transformer models and their attention mechanisms. Researchers are focusing on addressing these biases without altering the model’s weights.

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Large Language Models LLM ML Computer Vision 107

Marktechpost

JUNE 25, 2023

However, despite their impressive capabilities, diffusion models like Stable Diffusion often need help with prompts requiring spatial or common sense reasoning, leading to inaccuracies in generated images. In the first stage, an LLM is adapted to function as a text-guided layout generator through in-context learning.

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Large Language Models LLM AI Tools AI Researcher 114

Marktechpost

OCTOBER 5, 2024

However, despite the innumerable sensors, plethora of cameras, and expensive computer vision techniques, this integration poses a few critical questions. This new AOI paradigm is promising and would grow with acceleration in LLM functionalities. Users also provided feedback to improve its ergonomic feasibility.

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Large Language Models Computer Vision Categorization Chatbots 107

Unite.AI

NOVEMBER 1, 2023

Today, we're going to discuss ChatDev, a Large Language Model (LLM) based, innovative approach that aims to revolutionize the field of software development. This paradigm seeks to eliminate the need for specialized models during each phase of the development process.

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