eSentire is an industry-leading provider of Managed Detection & Response (MDR) services protecting users, data, and applications of over 2,000…
Machine Learning
Open-Sora, an initiative by HPC AI Tech, is a great innovation in democratizing efficient video production. By embracing open-source principles,…
There has been a marked movement in the field of AGI systems towards using pretrained, adaptable representations known for their…
Amazon SageMaker JumpStart is a machine learning (ML) hub offering pre-trained models and pre-built solutions. It provides access to hundreds…
In recent years, ML algorithms have increasingly been recognized in ecological modeling, including predicting soil organic carbon (SOC). However, their…
LLMs can memorize and reproduce their training data, posing significant privacy and copyright risks, especially in commercial settings. This issue…
The domain of artificial intelligence has been significantly shaped by the emergence of large language models (LLMs), showing vast potential…
The release of the latest version of the Salesforce Embedding Model (SFR-embedding-v2) marks a significant milestone in NLP. This new…
Text embeddings (TEs) are low-dimensional vector representations of texts of different sizes, which are important for many natural language processing…
Language model evaluation is a critical aspect of artificial intelligence research, focusing on assessing the capabilities and performance of models…
Data generation is at an all-time high in today’s data-driven modern economy. Both the data’s potential as an insight goldmine…
Autoregressive image generation models have traditionally relied on vector-quantized representations, which introduce several significant challenges. The process of vector quantization…
On-device Virtual Assistants powered by Automated Speech Recognition (ASR) require effective knowledge integration for the challenging entity-rich query recognition. In…
Voice activity detection (VAD) is a critical component in various applications such as speech recognition, speaker identification, and hands-free communication…
This paper was accepted in the Industry Track at SIGIR 2024. Virtual Assistants (VAs) are important Information Retrieval platforms that…
This paper was accepted at the Industry Track at NAACL 2024. With increasingly more powerful compute capabilities and resources in…
Fireworks AI releases Firefunction-v2, an open-source function-calling model designed to excel in real-world applications. It integrates with multi-turn conversations, instruction…
In the rapidly advancing field of Artificial Intelligence (AI), effective use of web data can lead to unique applications and…
AWS customers that implement secure development environments often have to restrict outbound and inbound internet traffic. This becomes increasingly important…
Retrieval Augmented Generation (RAG) is a technique that enhances large language models (LLMs) by incorporating external knowledge sources. It allows…