Large Language Models (LLMs) and Multimodal Large Language Models (MLLMs) are key advancements in artificial intelligence (AI) capable of generating text, interpreting images, and understanding complex multimodal inputs, mimicking human intelligence. However, concerns arise due to their potential misuse and vulnerabilities to jailbreak attacks, where malicious inputs trick the models into generating harmful or objectionable…
In the modern business landscape, artificial intelligence (AI) has dramatically reshaped how organizations communicate, particularly when it comes to making use of documents. This is where AnythingLLM comes in – an open-source, innovative full-stack application that uses chatbot technology to enhance how companies interact with their documents. AnythingLLM is designed with an emphasis on efficiency,…
The Theory of Inventive Problem Solving (TRIZ) is a widely recognized method of ideation that uses the knowledge derived from a large, ongoing patent database to systematically invent and solve engineering problems. TRIZ is increasingly incorporating various aspects of machine learning and natural language processing to enhance its reasoning process.
Now, researchers from both the Singapore…
Large Language Models (LLMs), such as OpenAI’s GPT-4 and GPT-3.5, offer robust conversational abilities and can integrate with external interfaces. These AI technologies hold potential for task automation and support in various business applications. However, the challenge lies in striking a balance between performance and cost. While GPT-4 offers high quality, it struggles with issues…
Artificial intelligence, particularly large language models (LLMs), faces the critical challenge of balancing model performance and practical constraints such as privacy, cost, and device compatibility. Large cloud-based models that offer high-accuracy rely on constant internet connectivity, raising potential issues of privacy breaches and high costs. Deploying these models on edge devices introduces further challenges in…
In the dynamic environment of Artificial Intelligence (AI), the constant challenge for businesses is managing immense quantities of unstructured data. To this end, the pioneering open-source AI project, RAGFlow is set to redefine the way organizations derive insights and respond to complex inquiries with remarkable truthfulness and precise accuracy.
RAGFlow is an avant-garde engine that…
Transformers have revolutionized Natural Language Processing (NLP) with Large Language Models (LLMs), such as OpenAI's GPT series, BERT, and Claude series, etc. The advancement of Transformer Architecture brought about a new way of building models designed to understand and accurately generate human language.
The Transformer Model was introduced in 2017 through a research paper titled "Attention…
The transformer model has become a crucial technical component in AI, transforming areas such as language processing and machine translation. Despite its success, a common criticism is its standard method of uniformly assigning computational resources across an input sequence, failing to acknowledge the varying computational demands of different parts of a data sequence. This simplified…
Alibaba's AI research division continues to establish a strong presence in the field of large language models (LLMs) with its new Qwen1.5-32B model, which features 32 billion parameters and an impressive 32k token context size. This latest addition to the Qwen series epitomizes Alibaba's commitment to high-performance computing balanced with resource efficiency.
The Qwen1.5-32B has superseded…
Researchers from New York University, ELLIS Institute, and the University of Maryland have developed a model, known as Contrastive Style Descriptors (CSD), that enables a more nuanced understanding of artistic styles in digital artistry. This has been done with the aim of deciphering whether generative models like Stable Diffusion and DALL-E are merely replicating existing…
Machine learning researchers have developed a cost-effective reward mechanism to help improve how language models interact with video data. The technique involves using detailed video captions to measure the quality of responses produced by video language models. These captions serve as proxies for actual video frames, allowing language models to evaluate the factual accuracy of…
Weco AI, a leading entity in the Artificial Intelligence (AI) industry, recently launched an innovation called AIDE, an AI agent that can handle data science tasks as efficiently as a human. In a breakthrough moment, AIDE successfully performed at a human level in the renowned Kaggle competitions, an established platform for testing the abilities of…