Tag: memory
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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: LLMs Aren’t Thinking, They’re Just Counting Votes
Source URL: https://vishnurnair.substack.com/p/llms-arent-thinking-theyre-just-counting Source: Hacker News Title: LLMs Aren’t Thinking, They’re Just Counting Votes Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides an insightful examination of how Large Language Models (LLMs) function, particularly emphasizing their reliance on pattern recognition and frequency from training data rather than true comprehension. This understanding is…
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The Register: Codasip opens up SDK for CHERI protection on RISC-V chips
Source URL: https://www.theregister.com/2024/10/23/codasip_sdk_riscv_chip/ Source: The Register Title: Codasip opens up SDK for CHERI protection on RISC-V chips Feedly Summary: Alliance commits to Integrating the architecture into all high-tech products Processor design outfit Codasip is donating an SDK it developed for the CHERI security architecture to the industry body that promotes the technology, saying this will…
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The Register: Fujitsu delivers GPU optimization tech it touts as a server-saver
Source URL: https://www.theregister.com/2024/10/23/fujitsu_gpu_middleware/ Source: The Register Title: Fujitsu delivers GPU optimization tech it touts as a server-saver Feedly Summary: Middleware aimed at softening the shortage of AI accelerators Fujitsu has started selling middleware that optimizes the use of GPUs, so that those lucky enough to own the scarce accelerators can be sure they’re always well-used.……
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The Cloudflare Blog: How we use OpenBMC and ACPI power states to monitor the state of our servers
Source URL: https://blog.cloudflare.com/how-we-use-openbmc-and-acpi-power-states-to-monitor-the-state-of-our-servers Source: The Cloudflare Blog Title: How we use OpenBMC and ACPI power states to monitor the state of our servers Feedly Summary: Cloudflare’s global fleet benefits from being managed by open source firmware for the Baseboard Management Controller (BMC), OpenBMC. This has come with various challenges, some of which we discuss here…
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Hacker News: Fine-Tuning LLMs: A Review of Technologies, Research, Best Practices, Challenges
Source URL: https://arxiv.org/abs/2408.13296 Source: Hacker News Title: Fine-Tuning LLMs: A Review of Technologies, Research, Best Practices, Challenges Feedly Summary: Comments AI Summary and Description: Yes Summary: This guide extensively covers the fine-tuning of Large Language Models (LLMs), detailing methodologies, techniques, and practical applications. Its relevance to AI and LLM security professionals is underscored by discussions…
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Cloud Blog: We tested Intel’s AMX CPU accelerator for AI. Here’s what we learned
Source URL: https://cloud.google.com/blog/products/identity-security/we-tested-intels-amx-cpu-accelerator-for-ai-heres-what-we-learned/ Source: Cloud Blog Title: We tested Intel’s AMX CPU accelerator for AI. Here’s what we learned Feedly Summary: At Google Cloud, we believe that cloud computing will increasingly shift to private, encrypted services where users can be confident that their software and data are not being exposed to unauthorized actors. In support…
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Hacker News: VPTQ: Extreme low-bit Quantization for real LLMs
Source URL: https://github.com/microsoft/VPTQ Source: Hacker News Title: VPTQ: Extreme low-bit Quantization for real LLMs Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses a novel technique called Vector Post-Training Quantization (VPTQ) designed for compressing Large Language Models (LLMs) to extremely low bit-widths (under 2 bits) without compromising accuracy. This innovative method can…
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Hacker News: The empire of C++ strikes back with Safe C++ blueprint
Source URL: https://www.theregister.com/2024/09/16/safe_c_plusplus/ Source: Hacker News Title: The empire of C++ strikes back with Safe C++ blueprint Feedly Summary: Comments AI Summary and Description: Yes Summary: The C++ community has proposed the Safe C++ Extensions to enhance memory safety in the language, responding to increasing pressure from public and private sectors for more secure coding…