Tag: GPU
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The Register: Cheat codes for LLM performance: An introduction to speculative decoding
Source URL: https://www.theregister.com/2024/12/15/speculative_decoding/ Source: The Register Title: Cheat codes for LLM performance: An introduction to speculative decoding Feedly Summary: Sometimes two models really are faster than one Hands on When it comes to AI inferencing, the faster you can generate a response, the better – and over the past few weeks, we’ve seen a number…
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Hacker News: Fast LLM Inference From Scratch (using CUDA)
Source URL: https://andrewkchan.dev/posts/yalm.html Source: Hacker News Title: Fast LLM Inference From Scratch (using CUDA) Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text provides a comprehensive overview of implementing a low-level LLM (Large Language Model) inference engine using C++ and CUDA. It details various optimization techniques to enhance inference performance on both CPU…
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Hacker News: Spaces ZeroGPU: Dynamic GPU Allocation for Spaces
Source URL: https://huggingface.co/docs/hub/en/spaces-zerogpu Source: Hacker News Title: Spaces ZeroGPU: Dynamic GPU Allocation for Spaces Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses Spaces ZeroGPU, a shared infrastructure that optimizes GPU usage for AI models and demos on Hugging Face Spaces. It highlights dynamic GPU allocation, cost-effective access, and compatibility for deploying…
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Slashdot: America Prepares New AI Chip Restrictions to Close China’s Backdoor Access
Source URL: https://hardware.slashdot.org/story/24/12/14/1921226/america-prepares-new-ai-chip-restrictions-to-close-chinas-backdoor-access?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: America Prepares New AI Chip Restrictions to Close China’s Backdoor Access Feedly Summary: AI Summary and Description: Yes Summary: The U.S. is planning to implement new regulations to limit China’s access to advanced AI chips, which will also impact relations with other nations regarding chip sales. This comes in…
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Cloud Blog: Scaling to zero on Google Kubernetes Engine with KEDA
Source URL: https://cloud.google.com/blog/products/containers-kubernetes/scale-to-zero-on-gke-with-keda/ Source: Cloud Blog Title: Scaling to zero on Google Kubernetes Engine with KEDA Feedly Summary: For developers and businesses that run applications on Google Kubernetes Engine (GKE), scaling deployments down to zero when they are idle can offer significant financial savings. GKE’s Cluster Autoscaler efficiently manages node pool sizes, but for applications…
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Hacker News: Ethical Challenges Related to the NeurIPS 2024 Best Paper Award
Source URL: https://var-integrity-report.github.io/ Source: Hacker News Title: Ethical Challenges Related to the NeurIPS 2024 Best Paper Award Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the misconduct of Keyu Tian during his internship at ByteDance, where he engaged in malicious code attacks that sabotaged research efforts. His actions not only impacted…