Tag: performance
-
Hacker News: Batched reward model inference and Best-of-N sampling
Source URL: https://raw.sh/posts/easy_reward_model_inference Source: Hacker News Title: Batched reward model inference and Best-of-N sampling Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses advancements in reinforcement learning (RL) models applied to large language models (LLMs), focusing particularly on reward models utilized in techniques like Reinforcement Learning with Human Feedback (RLHF) and dynamic…
-
Hacker News: Llama 3.1 405B now runs at 969 tokens/s on Cerebras Inference
Source URL: https://cerebras.ai/blog/llama-405b-inference/ Source: Hacker News Title: Llama 3.1 405B now runs at 969 tokens/s on Cerebras Inference Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses breakthrough advancements in AI inference speed, specifically highlighting Cerebras’s Llama 3.1 405B model, which showcases significantly superior performance metrics compared to traditional GPU solutions. This…
-
AWS News Blog: AWS Lambda SnapStart for Python and .NET functions is now generally available
Source URL: https://aws.amazon.com/blogs/aws/aws-lambda-snapstart-for-python-and-net-functions-is-now-generally-available/ Source: AWS News Blog Title: AWS Lambda SnapStart for Python and .NET functions is now generally available Feedly Summary: AWS Lambda SnapStart boosts Python and .NET functions’ startup times to sub-second levels, often with minimal code changes, enabling highly responsive and scalable serverless apps. AI Summary and Description: Yes Summary: The announcement…
-
AWS News Blog: AWS Lambda turns ten – looking back and looking ahead
Source URL: https://aws.amazon.com/blogs/aws/aws-lambda-turns-ten-the-first-decade-of-serverless-innovation/ Source: AWS News Blog Title: AWS Lambda turns ten – looking back and looking ahead Feedly Summary: Explore the journey of AWS Lambda, the pioneering serverless computing service, from its 2013 inception to powering over two million users and tens of trillions of function invocations monthly. AI Summary and Description: Yes **Summary:**…
-
The Register: Nvidia’s latest Blackwell boards pack 4 GPUs, 2 Grace CPUs, and suck down 5.4 kW
Source URL: https://www.theregister.com/2024/11/18/nvidia_gb200_nvl4/ Source: The Register Title: Nvidia’s latest Blackwell boards pack 4 GPUs, 2 Grace CPUs, and suck down 5.4 kW Feedly Summary: You can now glue four H200 PCIe cards together too SC24 Nvidia’s latest HPC and AI chip is a massive single board computer packing four Blackwell GPUs, 144 Arm Neoverse cores,…
-
The Register: Nvidia continues its quest to shoehorn AI into everything, including HPC
Source URL: https://www.theregister.com/2024/11/18/nvidia_ai_hpc/ Source: The Register Title: Nvidia continues its quest to shoehorn AI into everything, including HPC Feedly Summary: GPU giant contends that a little fuzzy math can speed up fluid dynamics, drug discovery SC24 Nvidia on Monday unveiled several new tools and frameworks for augmenting real-time fluid dynamics simulations, computational chemistry, weather forecasting,…
-
The Register: LLNL’s El Capitan surpasses Frontier with 1.74 exaFLOPS performance
Source URL: https://www.theregister.com/2024/11/18/top500_el_capitan/ Source: The Register Title: LLNL’s El Capitan surpasses Frontier with 1.74 exaFLOPS performance Feedly Summary: Uncle Sam tops supercomputer charts, while China recides from public view SC24 Lawrence Livermore National Lab’s (LLNL) El Capitan system has ended Frontier’s 2.5-year reign as the number one ranked supercomputer on the Top500, setting a new…
-
Hacker News: Qwen2.5 Turbo extends context length to 1M tokens
Source URL: http://qwenlm.github.io/blog/qwen2.5-turbo/ Source: Hacker News Title: Qwen2.5 Turbo extends context length to 1M tokens Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the introduction of Qwen2.5-Turbo, a large language model (LLM) that significantly enhances processing capabilities, particularly with longer contexts, which are critical for many applications involving AI-driven natural language…
-
Cloud Blog: New Cassandra to Spanner adapter simplifies Yahoo’s migration journey
Source URL: https://cloud.google.com/blog/products/databases/new-proxy-adapter-eases-cassandra-to-spanner-migration/ Source: Cloud Blog Title: New Cassandra to Spanner adapter simplifies Yahoo’s migration journey Feedly Summary: Cassandra, a key-value NoSQL database, is prized for its speed and scalability, and used broadly for applications that require rapid data retrieval and storage such as caching, session management, and real-time analytics. Its simple key-value pair structure…