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In the realm of Large language models (LLMs), there has been a significant transformation in text generation, prompting researchers to explore their potential in audio synthesis. The challenge lies in adapting these models for text-to-speech (TTS) tasks while maintaining high-quality output. Current methodologies, such as neural codec language models like VALL-E, face several limitations. These…
In a notable tribute to Cleopatra, Mistral AI has announced the release of Codestral Mamba 7B, a cutting-edge language model (LLM) specialized in code generation. Based on the Mamba2 architecture, this new model marks a significant milestone in AI and coding technology. Released under the Apache 2.0 license, Codestral Mamba 7B is available for free…
Large vision-language models (LVLMs) are very good at tasks that require visual understanding and language processing. However, they are always ready to provide answers, which makes them passive answer providers. LVLMs often give detailed and confident responses, even when the question is not clear or impossible to answer. For example, LLaVA, one of the best…
Researchers are struggling with the challenge of causal discovery in heterogeneous time-series data, where a single causal model cannot capture diverse causal mechanisms. Traditional methods for causal discovery from time-series data, based on structural causal models, conditional independence tests, and Granger causality, typically assume a uniform causal structure across the entire dataset. However, real-world scenarios…
Generating comprehensive and detailed outlines for long-form articles, such as those on Wikipedia, poses a significant challenge. Traditional approaches often do not capture the full depth of a topic, leading to articles that are either too shallow or poorly organized. The core problem lies in the ability of systems to ask the right questions and…
Telecommunications involves the transmission of information over distances to communicate. It encompasses various technologies like radio, television, satellite, and the internet, enabling voice, data, and video transmission. This field is crucial for modern communication, supporting global connectivity and data exchange. Innovations in this field continuously improve communication systems’ speed, reliability, and efficiency, which are foundational…
The United States’ immigration system is notoriously difficult. Lottery systems, outrageous costs, and unending paperwork are things that everyone trying to get a work or immigration visa will tell you about. The process for immigration firms must be automated and fixed immediately. An attorney or legal writer may need to devote many days to researching…
Mistral AI announces the release of its latest model, the Mathstral model. This new model is specifically designed for mathematical reasoning and scientific discovery. Named as a tribute to Archimedes, whose 2311th anniversary is celebrated this year, Mathstral is a 7-billion parameter model with a 32,000-token context window, published under the Apache 2.0 license. Mathstral…
Hugging Face has recently released SmolLM, a family of state-of-the-art small models designed to provide powerful performance in a compact form. The SmolLM models are available in three sizes: 135M, 360M, and 1.7B parameters, making them suitable for various applications while maintaining efficiency and performance. SmolLM is a new series of small language models developed…
Deep Visual Proteomics: Integrating AI and Mass Spectrometry for Cellular Phenotyping: Deep Visual Proteomics (DVP) revolutionizes the analysis of cellular phenotypes by combining advanced microscopy, AI, and ultra-sensitive mass spectrometry (MS). Traditional methods often target a limited subset of proteins, but DVP extends this capability by enabling comprehensive proteomic analysis within the native spatial context…