precision – Page 4 – Experimental News Clipping Site

The Register: LLNL’s El Capitan surpasses Frontier with 1.74 exaFLOPS performance

Nov 18, 2024

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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: You could have designed state of the art positional encoding

Nov 17, 2024

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Source URL: https://fleetwood.dev/posts/you-could-have-designed-SOTA-positional-encoding Source: Hacker News Title: You could have designed state of the art positional encoding Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the evolution of positional encoding in transformer models, specifically focusing on Rotary Positional Encoding (RoPE) as utilized in modern language models like Llama 3.2. It explains…

The Register: Nvidia’s MLPerf submission shows B200 offers up to 2.2x training performance of H100

Nov 13, 2024

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Source URL: https://www.theregister.com/2024/11/13/nvidia_b200_performance/ Source: The Register Title: Nvidia’s MLPerf submission shows B200 offers up to 2.2x training performance of H100 Feedly Summary: Is Huang leaving even more juice on the table by opting for mid-tier Blackwell part? Signs point to yes Analysis Nvidia offered the first look at how its upcoming Blackwell accelerators stack up…

The Register: Everything you need to know to start fine-tuning LLMs in the privacy of your home

Nov 10, 2024

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Source URL: https://www.theregister.com/2024/11/10/llm_finetuning_guide/ Source: The Register Title: Everything you need to know to start fine-tuning LLMs in the privacy of your home Feedly Summary: Got a modern Nvidia or AMD graphics card? Custom Llamas are only a few commands and a little data prep away Hands on Large language models (LLMs) are remarkably effective at…

Hacker News: SVDQuant: 4-Bit Quantization Powers 12B Flux on a 16GB 4090 GPU with 3x Speedup

Nov 9, 2024

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Source URL: https://hanlab.mit.edu/blog/svdquant Source: Hacker News Title: SVDQuant: 4-Bit Quantization Powers 12B Flux on a 16GB 4090 GPU with 3x Speedup Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The provided text discusses the innovative SVDQuant paradigm for post-training quantization of diffusion models, which enhances computational efficiency by quantizing both weights and activations to…

Cloud Blog: How to deploy and serve multi-host gen AI large open models over GKE

Nov 8, 2024

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Source URL: https://cloud.google.com/blog/products/ai-machine-learning/deploy-and-serve-open-models-over-google-kubernetes-engine/ Source: Cloud Blog Title: How to deploy and serve multi-host gen AI large open models over GKE Feedly Summary: Context As generative AI experiences explosive growth fueled by advancements in LLMs (Large Language Models), access to open models is more critical than ever for developers. Open models are publicly available pre-trained foundational…

Hacker News: PiML: Python Interpretable Machine Learning Toolbox

Nov 5, 2024

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Source URL: https://github.com/SelfExplainML/PiML-Toolbox Source: Hacker News Title: PiML: Python Interpretable Machine Learning Toolbox Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces PiML, a new Python toolbox designed for interpretable machine learning, offering a mix of low-code and high-code APIs. It focuses on model transparency, diagnostics, and various metrics for model evaluation,…

Anchore: Who watches the watchmen? Introducing yardstick validate

Nov 4, 2024

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Source URL: https://anchore.com/blog/who-watches-the-watchmen-introducing-yardstick-validate/ Source: Anchore Title: Who watches the watchmen? Introducing yardstick validate Feedly Summary: Grype scans images for vulnerabilities, but who tests Grype? If Grype does or doesn’t find a given vulnerability in a given artifact, is it right? In this blog post, we’ll dive into yardstick, an open-source tool by Anchore for comparing…

Hacker News: The performance of hashing for similar function detection

Nov 2, 2024

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Source URL: https://edmcman.github.io/blog/2024-01-11–fuzzy-hashing-for-code-comparisons/ Source: Hacker News Title: The performance of hashing for similar function detection Feedly Summary: Comments AI Summary and Description: Yes Summary: The text delves deeply into malware reverse engineering and explores advanced hashing techniques like PIC hashing and fuzzy hashing. It highlights the significant challenges faced in identifying equivalent functions across different…

Hacker News: Prompts are Programs

Nov 2, 2024

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Source URL: https://blog.sigplan.org/2024/10/22/prompts-are-programs/ Source: Hacker News Title: Prompts are Programs Feedly Summary: Comments AI Summary and Description: Yes Summary: The text explores the parallels between AI model prompts and traditional software programs, emphasizing the need for programming language and software engineering communities to adapt and create new research avenues. As ChatGPT and similar large language…

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