Tag: memory utilization
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Hacker News: Reducing the cost of a single Google Cloud Dataflow Pipeline by Over 60%
Source URL: https://blog.allegro.tech/2024/06/cost-optimization-data-pipeline-gcp.html Source: Hacker News Title: Reducing the cost of a single Google Cloud Dataflow Pipeline by Over 60% Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses methods for optimizing Google Cloud Platform (GCP) Dataflow pipelines with a focus on cost reductions through effective resource management and configuration enhancements. This…
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Cloud Blog: Save on GPUs: Smarter autoscaling for your GKE inferencing workloads
Source URL: https://cloud.google.com/blog/products/containers-kubernetes/tuning-the-gke-hpa-to-run-inference-on-gpus/ Source: Cloud Blog Title: Save on GPUs: Smarter autoscaling for your GKE inferencing workloads Feedly Summary: While LLM models deliver immense value for an increasing number of use cases, running LLM inference workloads can be costly. If you’re taking advantage of the latest open models and infrastructure, autoscaling can help you optimize…
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Hacker News: MemoRAG – Enhance RAG with memory-based knowledge discovery for long contexts
Source URL: https://github.com/qhjqhj00/MemoRAG Source: Hacker News Title: MemoRAG – Enhance RAG with memory-based knowledge discovery for long contexts Feedly Summary: Comments AI Summary and Description: Yes Summary: MemoRAG presents a next-generation retrieval-augmented generation (RAG) framework that innovatively integrates a super-long memory model to enhance contextual understanding and evidence retrieval capabilities. Its capacity to process up…