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3 days ago · Cerebras Systems Revolutionizes AI Inference: 3x Faster with Llama 3.1-70B at 2,100 Tokens per Second. AI Shorts November 10, 2024. Artificial Intelligence (AI) continues to evolve rapidly, but with that evolution comes a host of technical challenges that need to be overcome for the technology to truly flourish.
Whisper WebGPU: Real-Time in-Browser Speech Recognition with …
Jun 8, 2024 · Achieving real-time speech recognition directly within a web browser has long been a sought-after milestone. Whisper WebGPU by a Hugging Face Engineer (nickname 'Xenova') is a groundbreaking technology that leverages OpenAI’s Whisper model to bring real-time, in-browser speech recognition to fruition. This remarkable development is a monumental shift in interaction with AI-driven web ...
From RAG to ReST: A Survey of Advanced Techniques in
Jul 22, 2024 · Tools like Retrieval-Augmented Generation (RAG) enhance the model’s capabilities by enabling it to fetch information from external sources. Techniques such as Chain of Thought (CoT) and Program-Aided Language models (PAL) further improve reasoning capabilities. Frameworks like ReAct (Reasoning and Acting) enable AI systems to plan and execute ...
12 Most Popular Databases in 2024 - MarkTechPost
Jun 6, 2024 · When it comes to data warehousing and online transaction processing, it’s among the top databases. Depending on the consumer’s demands, Oracle offers on-site, on-cloud, and hybrid products. Relational, Columnar, XML, JSON, Spatial, Graph, and unstructured data are all supported, in addition to the most popular programming languages. MariaDB.
Crawl4AI: Open-Source LLM Friendly Web Crawler and Scrapper
Sep 28, 2024 · Crawl4AI, an open-source tool, is designed to address the challenge of collecting and curating high-quality, relevant data for training large language models. It not only collects data from websites but also processes and cleans it into LLM-friendly formats like JSON, cleaned HTML, and Markdown. Join the Fastest Growing AI Research Newsletter ...
AMD Releases AMD-135M: AMD's First Small Language Model …
Sep 28, 2024 · AMD has recently introduced its new language model, AMD-135M or AMD-Llama-135M, which is a significant addition to the landscape of AI models. Based on the LLaMA2 model architecture, this language model boasts a robust structure with 135 million parameters and is optimized for performance on AMD's latest GPUs, specifically the MI250. This release marks a crucial milestone for AMD in its ...
5 Levels in AI by OpenAI: A Roadmap to Human-Level Problem …
Jul 13, 2024 · In an effort to track its advancement towards creating Artificial Intelligence (AI) that can surpass human performance, OpenAI has launched a new classification system. According to a Bloomberg article, OpenAI has recently discussed a five-level framework to clarify its goal for AI safety and future improvements. Level 1: Conversational AI AI programs such as ChatGPT can converse intelligibly ...
A Comparison of Top Embedding Libraries for Generative AI
Jul 28, 2024 · The rapid advancements in Generative AI have underscored the importance of text embeddings. These embeddings transform textual data into dense vector representations, enabling models to efficiently process text, images, audio, and other data types. Various embedding libraries have emerged as front-runners in …
Transformer Explainer: An Innovative Web-Based Tool for …
Aug 13, 2024 · Transformers are a groundbreaking innovation in AI, particularly in natural language processing and machine learning. Despite their pervasive use, the internal mechanics of Transformers remain a mystery to many, especially those who lack a deep technical background in machine learning. Understanding how these models work is crucial for anyone looking to engage with AI on a meaningful level ...
CPU vs GPU for Running LLMs Locally - MarkTechPost
Mar 23, 2024 · Researchers and developers need to run large language models (LLMs) such as GPT (Generative Pre-trained Transformer) efficiently and quickly. This efficiency heavily depends on the hardware used for training and inference tasks. Central Processing Units (CPUs) and Graphics Processing Units (GPUs) are the main contenders in this arena. Each has strengths and weaknesses in processing the complex ...