My interest lies in the AI advancements of OpenAI, Google, Meta, Apple, AWS, NVIDIA, Microsoft, AMD, HuggingFace, DataBricks, Snowflake, Cohere, Anthropic, AI21 Labs, Perplexity, etc. My focus areas include AIGC, LLM(such as Gemini, Claude, Llama, Mixtral), GPU, chatbot, AI agents, robotics, image generation, speech synthesis, video generation, code assistants, etc. I am not interested in autonomous driving or news unrelated to AI.
NVIDIA RTX and GeForce RTX technologies power the era of the AI PC, introducing new metrics to evaluate AI-accelerated tasks. TOPS, or trillions of operations per second, is a key baseline for measuring AI performance.
AI | Rating: 89 | 2024-06-12 05:26:45 PM |
NVIDIA achieved exceptional performance in the MLPerf Training v4.0 benchmarks, more than tripling the performance on the large language model (LLM) benchmark compared to its previous record-setting submission. The achievement was made possible through the use of an AI supercomputer featuring 11,616 NVIDIA H100 Tensor Core GPUs connected with NVIDIA Quantum-2 InfiniBand networking.
AI | Rating: 90 | 2024-06-12 05:26:33 PM |
Researchers and AI developers employ a range of red teaming techniques to test their AI systems, identifying potential vulnerabilities and improving safety and security. This practice involves adversarially testing technological systems to identify weaknesses.
AI | Rating: 80 | 2024-06-12 03:35:31 PM |
The RLOO (REINFORCE Leave One-Out) Trainer is a new online RLHF training algorithm designed to be more accessible and easier to implement. It requires less GPU memory and takes less wall time to converge. RLOO uses approximately 50-70% less vRAM than PPO, runs 2x faster than PPO with 1B models, and up to 3x faster than PPO with 6.9B models.
AI | Rating: 85 | 2024-06-12 02:06:12 PM |
Mobile and wearable devices provide continuous data on an individual's physiological state and behaviors, such as step counts, heart rate variability, and sleep duration. This data can be used for personal health monitoring and motivation. Generative AI models can be used to provide personalized insights and recommendations to help individuals reach their health goals.
AI | Rating: 80 | 2024-06-11 07:25:59 PM |
Companies developing AI models aim to train them to avoid saying harmful things and to avoid assisting with harmful tasks, but also strive to create models that exhibit admirable traits such as curiosity, truthfulness, and patience.
AI | Rating: 81 | 2024-06-08 08:35:37 PM |
The author joined Hugging Face nearly three years ago and noticed significant changes in the Transformers documentation. The documentation initially focused on text models for natural language tasks, but expanded to include new models and usage patterns as transformer models became the default approach to AI. The documentation was updated incrementally without considering the evolving audience and library.
AI | Rating: 81 | 2024-06-07 04:35:15 PM |
Hugging Face has introduced the Hugging Face Embedding Container for Amazon SageMaker, allowing customers to efficiently deploy embedding models for Generative AI applications. The container is now generally available and enables the deployment of open embedding models, such as Snowflake/snowflake-arctic-embed-l, on SageMaker for inference.
AI | Rating: 86 | 2024-06-07 01:25:40 PM |
Google engineers have made significant progress in using AI in software engineering, with many using machine learning-based autocomplete tools, including Google's internal code completion, and commercially available products. The advancements have been made in just five years, from 2019 to 2024. Google is a key organization involved in these developments.
AI | Rating: 89 | 2024-06-06 04:36:18 PM |
Since last summer, we've been testing and mitigating elections-related risks by developing a flexible process using in-depth expert testing and large-scale automated evaluations to identify potential risks and guide our responses. We've applied this process to various elections-related topics in different regions across the globe.
AI | Rating: 81 | 2024-06-06 01:15:44 PM |