Hugging Face Releases Text Generation Inference (TGI) v3.0: 13x Faster than vLLM on Long Prompts

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Whisper-Medusa Released: aiOla’s New Model Delivers 50% Faster Speech Recognition with Multi-Head Attention and 10-Token Prediction Israeli AI startup aiOla has introduced Whisper-Medusa, a groundbreaking innovation in speech recognition. This new model, based on OpenAI’s Whisper,…

This text introduces Survival Analysis and its application in Python. It is available on Towards Data Science.

The increasing use of cloud-hosted large language models raises privacy concerns. Secure Multi-Party Computing (SMPC) is a solution, but applying it to Privacy-Preserving Inference (PPI) for Transformer models causes performance issues. SecFormer is introduced to balance…

Researchers from Google Research, the University of Texas at Austin, the University of Washington, and Harvard University have introduced MatFormer—a Transformer architecture designed for adaptability. MatFormer allows for the generation of numerous smaller submodels without additional…

Jina AI has introduced jina-embeddings-v2, an open-source text embedding model that supports an impressive 8K context length. It competes with OpenAI’s text-embedding-ada-002 in terms of capabilities and performance on the Massive Text Embedding Benchmark leaderboard. Jina-embeddings-v2…

Recent research highlights concerns about Large Language Models (LLMs), such as biased outputs and environmental impacts. Further details are available on Towards Data Science.

Amazon SageMaker Canvas now features extensive data preparation tools from SageMaker Data Wrangler, offering an intuitive no-code solution for data professionals to prepare data, build, and deploy machine learning models without coding. Users can import from…

Generative AI is disrupting the creative industry, leading to anxiety and real impacts. Events like the Writers Guild of America strike and layoffs in big companies have highlighted the looming threat. Studies project significant job disruptions,…

AI language models have been used by scientists to create new tools for analyzing speech patterns in patients with schizophrenia, allowing them to identify subtle signatures.

Recent Advancements in AI and Multimodal Models Large Language Models (LLMs) have transformed the AI landscape, leading to the development of Multimodal Large Language Models (MLLMs). These models can process not just text but also images,…

Practical AI Solutions for the Medical Field Enhance LLM Performance with MedGraphRAG Large Language Models (LLMs) like ChatGPT and GPT-4 are transforming Natural Language Processing (NLP) and Generation (NLG). However, they face challenges in specialized fields…

Practical AI Solutions for Automated Information Extraction from Radiology Reports Challenges in Medical Informatics Extracting and interpreting complex medical data from radiology reports, particularly tracking disease progression over time, poses significant challenges due to limited labeled…

Practical Solutions for Multilingual Speech Processing Introducing XEUS: A Cross-lingual Encoder for Universal Speech Self-supervised learning (SSL) has expanded the reach of speech technologies to many languages by minimizing the need for labeled data. However, current…

Practical Solutions with Top TensorFlow Courses Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning This course provides a soft introduction to Machine Learning and Deep Learning principles, guiding you from basic programming skills…

Enhancing Real-Time Audio Interactions with OpenAI’s Advanced Audio Models Introduction The rapid growth of voice interactions in digital platforms has raised user expectations for seamless and natural audio experiences. Traditional speech synthesis and transcription technologies often…

Google is considering a significant reorganization in its ad sales department, with around 30,000 employees potentially affected. This move is driven by the increasing use of AI to automate ad purchases. The shift towards AI may…

Advancing Cantonese NLP: Bridging Development Gaps in Large Language Models with New Benchmarks and Open-Source Innovations Introduction Large language models (LLMs) have transformed natural language processing (NLP) for English and other data-rich languages. However, underrepresented languages…

Practical Solutions for Fairness in Recommender Systems Addressing Unfairness in Recommendations Recommender systems are powerful tools for personalized suggestions, but concerns about trustworthiness and fairness have arisen. To tackle unfairness, algorithms have been developed and categorized…