Tech News Archives - Page 21 of 151

Mistral AI is partnering with NVIDIA to launch Mistral NeMo, a 12B Open Language Model that encompasses features such as a 128k Context Window, multilingual abilities, and a Tekken Tokenizer.

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Tech News, Technology, UncategorizedJuly 19, 202431Views 0Likes 0Comments

The Mistral AI team, together with NVIDIA, has launched Mistral NeMo, a state-of-the-art 12-billion parameter artificial intelligence model. Released under the Apache 2.0 license, this high-performance multilingual model can manage a context window of up to 128,000 tokens. The considerable context length is a significant evolution, allowing the model to process and understand massive amounts…

GPT-4o Mini: The Newest and Most Economically Viable Mini AI Model by OpenAI

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedJuly 19, 202428Views 0Likes 0Comments

OpenAI has released its most cost-efficient miniature AI model, GPT-4o Mini, which is set to expand the scope of AI applications due to its affordable price and powerful capabilities. This model is substantially more cost-effective compared to its predecessors, such as GPT-3.5 Turbo, and is priced at 15 cents per million input tokens and 60…

Researchers at NVIDIA have presented Flextron, an innovative network architecture and model optimization framework used after training. This supports adaptable deployment of AI models.

AI Paper Summary, AI Shorts, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedJuly 18, 202435Views 0Likes 0Comments

Large language models (LLMs) like GPT-3 and Llama-2, encompassing billions of parameters, have dramatically advanced our capability to understand and generate human language. However, the considerable computational resources required to train and deploy these models presents a significant challenge, especially in resource-limited circumstances. The primary issue associated with the deployment of LLMs is their enormity,…

PredBench: An All-Inclusive AI Standard for Assessing 12 Space-Time Forecasting Approaches across 15 Varied Data Sets via Multi-faceted Analysis.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Machine learning, Staff, Tech News, Technology, UncategorizedJuly 18, 202432Views 0Likes 0Comments

Spatiotemporal prediction, a significant focus of research in computer vision and artificial intelligence, holds broad applications in areas such as weather forecasting, robotics, and autonomous vehicles. It uses past and present data to form models for predicting future states. However, the lack of standardized frameworks for comparing different network architectures has presented a significant challenge.…

Microsoft’s research team has put forth the concept of Auto Evol-Instruct – a comprehensive AI system capable of developing instruction datasets employing extensive language models, without requiring any human intervention.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedJuly 18, 202440Views 0Likes 0Comments

Large language models (LLMs) are crucial in advancing artificial intelligence, particularly in refining the ability of AI models to follow detailed instructions. This complex process involves enhancing the datasets used in training LLMs, which ultimately leads to the creation of more sophisticated and versatile AI systems. However, the challenge lies in the dependency on high-quality…

G-Retriever: Progressing Graph Question Answering in Real-Life Situations through RAG and LLMs

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Machine learning, Staff, Tech News, Technology, UncategorizedJuly 18, 202437Views 0Likes 0Comments

Artificial Intelligence has made significant progress with Large Language Models (LLMs), but their capability to process complex structured graph data remains challenging. Many real-world data structures, such as the web, e-commerce systems, and knowledge graphs, have a definite graph structure. While attempts have been made to amalgamate technologies like Graph Neural Networks (GNNs) with LLMs,…

Google Unveils Project Oscar: A Guideline for an AI Assistant Aiding in Maintenance of Open Source Projects

AI Agents, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedJuly 18, 202434Views 0Likes 0Comments

Open-source software forms the backbone of many technologies used daily by individuals globally and brings together a community of developers. However, maintaining these projects can be time-consuming due to repetitive tasks such as bug triage and code reviews. Google is looking to alleviate these repetitive tasks and reduce the manual effort involved in maintaining open-source…

Improving the Anticipatory Dialogue Capabilities of Extensive Vision-Language Models (LVLMs) with MACAROON

AI Paper Summary, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedJuly 18, 202434Views 0Likes 0Comments

Researchers have been refocusing the abilities of Large Vision-Language Models (LVLMs), typically passive technological entities, to participate more proactively in interactions. Large Vision-Language Models are crucial for tasks needing visual understanding and language processing. However, they often provide heavily detailed and confident responses, even when they face unclear or invalid questions, leading to potentially biased…

Mistral AI Unveils Codestral Mamba 7B: An Innovative Code LLM Scoring 75% on HumanEval for Python Programming

AI Shorts, Applications, Artificial Intelligence, Editors Pick, New Releases, Staff, Tech News, Technology, UncategorizedJuly 18, 202441Views 0Likes 0Comments

Mistral AI has announced the release of Codestral Mamba 7B, a cutting-edge language model (LLM) specializing in code generation and named in tribute to Cleopatra. Released under the Apache 2.0 license, Codestral Mamba 7B is freely available for use, modification, and distribution, a move that hopes to stimulate further developments in AI architecture research. This…

MELLE: An Innovative Constant-Valued Tokens Based Strategy for Text to Speech Synthesis Language Modeling

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedJuly 18, 202439Views 0Likes 0Comments

In the domain of large language models (LLMs), text-to-speech (TTS) synthesis presents a unique challenge, and researchers are exploring their potential for audio synthesis. Historically, systems have used various methodologies, from reassembling audio segments to using acoustic parameters, and more recently, generating mel-spectrograms directly from text. However, these methods face limitations like lower fidelity and…