Tag: model development

  • Hacker News: How to Scale Your Model: A Systems View of LLMs on TPUs

    Source URL: https://jax-ml.github.io/scaling-book/ Source: Hacker News Title: How to Scale Your Model: A Systems View of LLMs on TPUs Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the performance optimization of large language models (LLMs) on tensor processing units (TPUs), addressing issues related to scaling and efficiency. It emphasizes the importance…

  • Hacker News: Open Euro LLM: Open LLMs for Transparent AI in Europe

    Source URL: https://openeurollm.eu/launch-press-release Source: Hacker News Title: Open Euro LLM: Open LLMs for Transparent AI in Europe Feedly Summary: Comments AI Summary and Description: Yes Summary: The OpenEuroLLM project is an innovative initiative involving collaboration among Europe’s leading AI companies and research institutions to develop open-source language models. This project aims to improve Europe’s AI…

  • Hacker News: Chatbot Software Begins to Face Fundamental Limitations

    Source URL: https://www.quantamagazine.org/chatbot-software-begins-to-face-fundamental-limitations-20250131/ Source: Hacker News Title: Chatbot Software Begins to Face Fundamental Limitations Feedly Summary: Comments AI Summary and Description: Yes **Summary**: The text details recent findings on the limitations of large language models (LLMs) in performing compositional reasoning tasks, highlighting inherent restrictions in their architecture that prevent them from effectively solving complex multi-step…

  • Slashdot: DeepSeek Outstrips Meta and Mistral To Lead Open-Source AI Race

    Source URL: https://tech.slashdot.org/story/25/01/31/1354218/deepseek-outstrips-meta-and-mistral-to-lead-open-source-ai-race?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: DeepSeek Outstrips Meta and Mistral To Lead Open-Source AI Race Feedly Summary: AI Summary and Description: Yes Summary: DeepSeek has established itself as a dominant player in the open-source AI model arena by launching its V3 model, which boasts significant cost efficiency improvements. This advancement in Multi-head Latent Attention…

  • Cloud Blog: Blackwell is here — new A4 VMs powered by NVIDIA B200 now in preview

    Source URL: https://cloud.google.com/blog/products/compute/introducing-a4-vms-powered-by-nvidia-b200-gpu-aka-blackwell/ Source: Cloud Blog Title: Blackwell is here — new A4 VMs powered by NVIDIA B200 now in preview Feedly Summary: Modern AI workloads require powerful accelerators and high-speed interconnects to run sophisticated model architectures on an ever-growing diverse range of model sizes and modalities. In addition to large-scale training, these complex models…

  • The Register: DeepSeek means companies need to consider AI investment more carefully

    Source URL: https://www.theregister.com/2025/01/31/deepseek_implications/ Source: The Register Title: DeepSeek means companies need to consider AI investment more carefully Feedly Summary: But Chinese startup shakeup doesn’t herald ‘drastic drop’ in need for infrastructure buildout, say analysts Analysis The shockwave following the release of competitive AI models from Chinese startup DeepSeek has led many to question the assumption…

  • Simon Willison’s Weblog: On DeepSeek and Export Controls

    Source URL: https://simonwillison.net/2025/Jan/29/on-deepseek-and-export-controls/ Source: Simon Willison’s Weblog Title: On DeepSeek and Export Controls Feedly Summary: On DeepSeek and Export Controls Anthropic CEO (and previously GPT-2/GPT-3 development lead at OpenAI) Dario Amodei’s essay about DeepSeek includes a lot of interesting background on the last few years of AI development. Dario was one of the authors on…

  • Hacker News: 1,156 Questions Censored by DeepSeek

    Source URL: https://www.promptfoo.dev/blog/deepseek-censorship/ Source: Hacker News Title: 1,156 Questions Censored by DeepSeek Feedly Summary: Comments AI Summary and Description: Yes **Summary**: The text discusses the DeepSeek-R1 model, highlighting its prominence and the associated concerns regarding censorship driven by CCP policies. It emphasizes the model’s high refusal rate on sensitive topics in China, the methods to…

  • Wired: DeepSeek’s New AI Model Sparks Shock, Awe, and Questions From US Competitors

    Source URL: https://www.wired.com/story/deepseek-executives-reaction-silicon-valley/ Source: Wired Title: DeepSeek’s New AI Model Sparks Shock, Awe, and Questions From US Competitors Feedly Summary: Some worry the Chinese startup’s impressive tech indicates the US is losing its lead in AI, but it may really be a sign that a new approach to building models is gaining traction. AI Summary…

  • Hacker News: Open-R1: an open reproduction of DeepSeek-R1

    Source URL: https://huggingface.co/blog/open-r1 Source: Hacker News Title: Open-R1: an open reproduction of DeepSeek-R1 Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the release of DeepSeek-R1, a language model that significantly enhances reasoning capabilities through advanced training techniques, including reinforcement learning. The Open-R1 project aims to replicate and build upon DeepSeek-R1’s methodologies…