Tag: Mixture

  • Hacker News: Running DeepSeek V3 671B on M4 Mac Mini Cluster

    Source URL: https://blog.exolabs.net/day-2 Source: Hacker News Title: Running DeepSeek V3 671B on M4 Mac Mini Cluster Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides insights into the performance of the DeepSeek V3 model on Apple Silicon, especially in terms of its efficiency and speed compared to other models. It discusses the…

  • Hacker News: DeepSeek-V3

    Source URL: https://github.com/deepseek-ai/DeepSeek-V3 Source: Hacker News Title: DeepSeek-V3 Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces DeepSeek-V3, a significant advancement in language model technology, showcasing its innovative architecture and training techniques designed for improving efficiency and performance. For AI, cloud, and infrastructure security professionals, the novel methodologies and benchmarks presented can…

  • Simon Willison’s Weblog: deepseek-ai/DeepSeek-V3-Base

    Source URL: https://simonwillison.net/2024/Dec/25/deepseek-v3/#atom-everything Source: Simon Willison’s Weblog Title: deepseek-ai/DeepSeek-V3-Base Feedly Summary: deepseek-ai/DeepSeek-V3-Base No model card or announcement yet, but this new model release from Chinese AI lab DeepSeek (an arm of Chinese hedge fund High-Flyer) looks very significant. It’s a huge model – 685B parameters, 687.9 GB on disk (TIL how to size a git-lfs…

  • Schneier on Security: Ultralytics Supply-Chain Attack

    Source URL: https://www.schneier.com/blog/archives/2024/12/ultralytics-supply-chain-attack.html Source: Schneier on Security Title: Ultralytics Supply-Chain Attack Feedly Summary: Last week, we saw a supply-chain attack against the Ultralytics AI library on GitHub. A quick summary: On December 4, a malicious version 8.3.41 of the popular AI library ultralytics ­—which has almost 60 million downloads—was published to the Python Package Index…

  • Hacker News: AI Product Management – Andrew Ng

    Source URL: https://www.deeplearning.ai/the-batch/issue-279/ Source: Hacker News Title: AI Product Management – Andrew Ng Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides an in-depth exploration of recent advancements in AI product management, particularly focusing on the evolving landscape due to generative AI and AI-based tools. It highlights the importance of concrete specifications…

  • Cloud Blog: Announcing the general availability of Trillium, our sixth-generation TPU

    Source URL: https://cloud.google.com/blog/products/compute/trillium-tpu-is-ga/ Source: Cloud Blog Title: Announcing the general availability of Trillium, our sixth-generation TPU Feedly Summary: The rise of large-scale AI models capable of processing diverse modalities like text and images presents a unique infrastructural challenge. These models require immense computational power and specialized hardware to efficiently handle training, fine-tuning, and inference. Over…

  • Hacker News: Show HN: Prompt Engine – Auto pick LLMs based on your prompts

    Source URL: https://jigsawstack.com/blog/jigsawstack-mixture-of-agents-moa-outperform-any-single-llm-and-reduce-cost-with-prompt-engine Source: Hacker News Title: Show HN: Prompt Engine – Auto pick LLMs based on your prompts Feedly Summary: Comments AI Summary and Description: Yes **Short Summary with Insight:** The JigsawStack Mixture-Of-Agents (MoA) offers a novel framework for leveraging multiple Language Learning Models (LLMs) in applications, effectively addressing challenges in prompt management, cost…