Tag: performance metrics

  • Hacker News: How We Optimize LLM Inference for AI Coding Assistant

    Source URL: https://www.augmentcode.com/blog/rethinking-llm-inference-why-developer-ai-needs-a-different-approach? Source: Hacker News Title: How We Optimize LLM Inference for AI Coding Assistant Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the challenges and optimization strategies employed by Augment to improve large language model (LLM) inference specifically for coding tasks. It highlights the importance of providing full codebase…

  • Hacker News: AI Search Engineer at Activeloop (YC S18): Build Multi-Modal Enterprise Search

    Source URL: https://www.workatastartup.com/jobs/68254 Source: Hacker News Title: AI Search Engineer at Activeloop (YC S18): Build Multi-Modal Enterprise Search Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces Activeloop’s innovative API and platform that focuses on multi-modal AI dataset management, specifically designed for large-scale model training and retrieval optimization. This is particularly relevant…

  • Simon Willison’s Weblog: QwQ: Reflect Deeply on the Boundaries of the Unknown

    Source URL: https://simonwillison.net/2024/Nov/27/qwq/#atom-everything Source: Simon Willison’s Weblog Title: QwQ: Reflect Deeply on the Boundaries of the Unknown Feedly Summary: QwQ: Reflect Deeply on the Boundaries of the Unknown Brand openly licensed model from Alibaba Cloud’s Qwen team, this time clearly inspired by OpenAI’s work on reasoning in o1. I love how the introduce the new…

  • Hacker News: Are Overemployed ‘Ghost Engineers’ Making Six Figures to Do Nothing?

    Source URL: https://www.404media.co/are-overemployed-ghost-engineers-making-six-figures-to-do-nothing/ Source: Hacker News Title: Are Overemployed ‘Ghost Engineers’ Making Six Figures to Do Nothing? Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a viral tweet by Stanford researcher Yegor Denisov-Blanch regarding an algorithm that identifies “Ghost Engineers,” software engineers who perform minimally at tech companies, thus exposing a…

  • Hacker News: 32k context length text embedding models

    Source URL: https://blog.voyageai.com/2024/09/18/voyage-3/ Source: Hacker News Title: 32k context length text embedding models Feedly Summary: Comments AI Summary and Description: Yes Summary: The text highlights the launch of the Voyage 3 series embedding models, which provide significant advancements in retrieval quality, latency, and cost-effectiveness compared to existing models like OpenAI’s. Specifically, the Voyage 3 models…

  • Simon Willison’s Weblog: Quantization matters

    Source URL: https://simonwillison.net/2024/Nov/23/quantization-matters/#atom-everything Source: Simon Willison’s Weblog Title: Quantization matters Feedly Summary: Quantization matters What impact does quantization have on the performance of an LLM? been wondering about this for quite a while, now here are numbers from Paul Gauthier. He ran differently quantized versions of Qwen 2.5 32B Instruct through his Aider code editing…

  • Hacker News: AlphaQubit: AI to identify errors in Quantum Computers

    Source URL: https://blog.google/technology/google-deepmind/alphaqubit-quantum-error-correction/ Source: Hacker News Title: AlphaQubit: AI to identify errors in Quantum Computers Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the introduction of AlphaQubit, an AI-based decoder developed by Google DeepMind and Google Quantum AI to improve the reliability of quantum computing by accurately identifying and correcting errors.…

  • The Register: Microsoft unveils beefy custom AMD chip to crunch HPC workloads on Azure

    Source URL: https://www.theregister.com/2024/11/20/microsoft_azure_custom_amd/ Source: The Register Title: Microsoft unveils beefy custom AMD chip to crunch HPC workloads on Azure Feedly Summary: In-house DPU and HSM silicon also shown off Ignite One of the advantages of being a megacorp is that you can customize the silicon that underpins your infrastructure, as Microsoft is demonstrating at this…

  • Hacker News: 1-Bit AI Infrastructure

    Source URL: https://arxiv.org/abs/2410.16144 Source: Hacker News Title: 1-Bit AI Infrastructure Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the advancements in 1-bit Large Language Models (LLMs), highlighting the BitNet and BitNet b1.58 models that promise improved efficiency in processing speed and energy usage. The development of a software stack enables local…