Zheng "Bruce" Li’s Post

Since the release of first #GenAI model, I always believed (still do) that the only way we can harness #ai 's full potential is if we take it #opensource and make available to everyone. #Llamafile is one of such attempts and if you haven't checked out their presentation at World's Fair, I highly recommend you to do so. Here it is. https://lnkd.in/efshe7ap

jonathan ross founder of groq Claude ai executive summary of this youtube video ÷÷÷÷÷÷÷÷ Here is a summary of the key points from the text: The article discusses the competitive landscape in the artificial intelligence (AI) chip industry, with a focus on companies like Groq, Nvidia, Google, and others. It introduces Groq's founder, Jonathan Ross, who previously worked on developing Google's Tensor Processing Unit (TPU). The text explores the differences between various chip types, such as GPUs, TPUs, CPUs, and LPUs (Latency Processing Units), and their respective strengths and weaknesses in AI applications. The article highlights Groq's unique positioning in the market, offering both hardware and software solutions optimized for running pre-trained AI models efficiently, particularly in latency-sensitive applications. It delves into the technical details of Groq's chip design, which has achieved a Peta Op (quadrillion operations per second) capacity, and its focus on sequential processing rather than just parallel computation. The discussion also covers topics such as the importance of latency in user engagement, the challenges of software development for different chip architectures, and the potential business implications of LPUs in handling sequential tasks like language processing and strategy games. Additionally, the text explores broader philosophical and ethical considerations surrounding artificial intelligence, including the concept of artificial general intelligence (AGI), the nature of consciousness and subjective experiences, and the role of human intuition in decision-making processes. It draws parallels between AI decision-making and human intuition, using examples from games like Go and historical scientific discoveries. The article also touches on the future of AI and its impact on various industries, emphasizing the importance of understanding and effectively utilizing AI technologies. It discusses the competitive landscape and strategies of major players in the AI chip industry, as well as the potential for new business models and the significance of open source in ensuring AI safety and accessibility.

We created a public repo where we will collect multiple tools to make the our and your ML/AI life easier. https://lnkd.in/gnDJFSJv #AI #machinelearning #transformers #llm

The world of AI is evolving, but the high costs of GPUs and CPUs have been a significant obstacle, limiting broader industry access to this technology. The good news is that NeuReality is on a mission to make AI more affordable! Their NR1 system is all about efficient AI operations that lower these cost barriers. Curious? Check out this two-minute video where Moshe Tanach breaks down the economics of NeuReality's NR1 system architecture and explains how NR1 is changing the game in AI cost efficiency. #AI #techinnovation #neureality

Linear Scalability of your compute, Capital Expenditure and Operational Expenditure are the three pieces that determine your bottom line ROI and product margins. Artificial Intelligence is the technology .. Affordable Intelligence is your business viability !

Which is better? #vLLM vs #TensorRT_LLM 🔎 We evaluate their performance on key metrics like throughput, TTFT, and TPOT with default options and specific service scenarios. 📊 Get insights on how to optimize your LLM deployment. 💡 This is just the beginning—more in-depth analyses coming soon! #AI #LLM #Optimization #NVIDIA #TensorRT #TRTLLM #vLLM #Deployment

/MUSEWIRE/ — Today, well-regarded long-time benchmarking firm, Primate Labs, who make the venerable Geekbench testing tool, have announced the next generation solution, Geekbench AI 1.0. The new Geekbench AI is a cross-platform AI benchmark that uses real-world machine learning tasks to evaluate AI workload performance. Geekbench AI measures your CPU, GPU, and NPU to determine whether your device is ready for today’s and tomorrow’s cutting-edge machine learning applications. #AI #geekbench #geekbenchAI #MUSEWIRE Primate Labs Inc. ( link https://lnkd.in/eabUwZ8Y )

AMD Releases AMD-135M: AMDs First Small Language Model Series Trained from Scratch on AMD Instinct MI250 AcceleratorsUtilizing 670B Tokens 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 par... https://lnkd.in/egd76EKP #AI #ML #Automation

AMD Releases AMD-135M: AMDs First Small Language Model Series Trained from Scratch on AMD Instinct MI250 AcceleratorsUtilizing 670B Tokens 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 par... https://lnkd.in/egd76EKP #AI #ML #Automation

From YC W24