Tracked topic
Large language models are machine learning models trained to predict and generate text and other language-based outputs.
…Or perhaps you do know, but there are so many different components including vector databases, embeddings, retrieval/ranking, LLM inference, etc. Implementing these components from scratch and getting them to work in…
…OpenVINO serves as a runtime for inferencing execution. New PyTorch auto import and conversion capabilities have been enabled, along with support for weights compression to achieve further performance gains. Broader LLM model…
Authors Harsha Gupta James Edwards Ramji Ainapurapu By Enterprises are increasingly using large language models (LLMs) for their sophisticated generative AI (GenAI) needs specifically around conversational abilities. The retrieval augmented generation (RAG…
…Developers can select the best quantization method, SmoothQuant for LLM accuracy, 4bits weight-only quantization for LLM performance, etc. Comparative analysis of Optimum Intel with AIMET: Optimum Intel and AIMET are renowned…
…Releases of Intel® AI Tools, Intel® oneAPI Base Toolkit, and Intel® HPC Toolkit 2024.2 Now Available! This includes faster LLM inference throughput and scalability across models. It also includes PyTorch* 2…
…Large language models (LLM) have become adept at generating meaningful output for virtually any multimodal input. Embedding models and vector databases have made it possible to use LLMs for even the most…
…Browse More AI Resources Intel® AI Solutions Accelerate Qwen3 LLMs Llama 4 Performance on Intel® Hardware Intel® AI Partners Intel® AI Blog Intel® AI Research Confidential AI at Intel Sustainable AI Responsible…
…If you think about running a secure private GenAI platform, and by that what I mean is, you want to use this latest wave of models like LLMs, or large vision models…
…This extends current CPP template abilities to support broad attention variants (e.g., PageAttention, which is critical for LLMs inference) based on the existing FlexAttention API optimizing performance on CPUs. Float16 support…
…This demo is not limited to this specific large language model (LLM); many other models can be used, and different vector databases can be integrated as well. OPEA’s flexibility allows for…