Tag: high-throughput
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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…
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AWS News Blog: Introducing Express brokers for Amazon MSK to deliver high throughput and faster scaling for your Kafka clusters
Source URL: https://aws.amazon.com/blogs/aws/introducing-express-brokers-for-amazon-msk-to-deliver-high-throughput-and-faster-scaling-for-your-kafka-clusters/ Source: AWS News Blog Title: Introducing Express brokers for Amazon MSK to deliver high throughput and faster scaling for your Kafka clusters Feedly Summary: With 3x throughput, 20x faster scaling, and 90% reduced recovery time, Express brokers deliver unmatched performance for Apache Kafka on AWS, streamlining operations while cutting infrastructure costs by…
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Hacker News: Hyperlight: Virtual machine-based security for functions at scale
Source URL: https://opensource.microsoft.com/blog/2024/11/07/introducing-hyperlight-virtual-machine-based-security-for-functions-at-scale/ Source: Hacker News Title: Hyperlight: Virtual machine-based security for functions at scale Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the launch of Hyperlight, a new open-source Rust library by Microsoft’s Azure Core Upstream team. Hyperlight enables the execution of small, embedded functions in a secure and efficient…
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Cloud Blog: PyTorch/XLA 2.5: vLLM support and an improved developer experience
Source URL: https://cloud.google.com/blog/products/ai-machine-learning/whats-new-with-pytorchxla-2-5/ Source: Cloud Blog Title: PyTorch/XLA 2.5: vLLM support and an improved developer experience Feedly Summary: Machine learning engineers are bullish on PyTorch/XLA, a Python package that uses the XLA deep learning compiler to connect the PyTorch deep learning framework and Cloud TPUs. And now, PyTorch/XLA 2.5 is here, along with a set…
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Cloud Blog: BigQuery tables for Apache Iceberg: optimized storage for the open lakehouse
Source URL: https://cloud.google.com/blog/products/data-analytics/announcing-bigquery-tables-for-apache-iceberg/ Source: Cloud Blog Title: BigQuery tables for Apache Iceberg: optimized storage for the open lakehouse Feedly Summary: For several years, BigQuery native tables have supported enterprise-level data management capabilities such as ACID transactions, streaming ingestion, and automatic storage optimizations. Many BigQuery customers store data in data lakes using open-source file formats such…
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Hacker News: JEP Draft: Adapt Object Monitors for Virtual Threads
Source URL: https://openjdk.org/jeps/8337395 Source: Hacker News Title: JEP Draft: Adapt Object Monitors for Virtual Threads Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses proposed changes to the HotSpot VM implementation concerning object monitors to enhance scalability in Java’s use of virtual threads. The modifications aim to address pinning issues and facilitate…