Experimental News Clipping Site

Tag: embeddings

  • Hacker News: 400x faster embeddings models using static embeddings

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    Kurt Seifried
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    Source URL: https://huggingface.co/blog/static-embeddings Source: Hacker News Title: 400x faster embeddings models using static embeddings Feedly Summary: Comments AI Summary and Description: Yes **Summary:** This blog post discusses a new method to train static embedding models significantly faster than existing state-of-the-art models. These models are suited for various applications, including on-device and in-browser execution, and edge…

  • Hacker News: Don’t use cosine similarity carelessly

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    Kurt Seifried
    in

    Source URL: https://p.migdal.pl/blog/2025/01/dont-use-cosine-similarity/ Source: Hacker News Title: Don’t use cosine similarity carelessly Feedly Summary: Comments AI Summary and Description: Yes Summary: The text explores the complexities and limitations of using cosine similarity in AI, particularly in the context of vector embeddings derived from language models. It critiques the blind application of cosine similarity to assess…

  • Cloud Blog: Unlock multimodal search at scale: Combine text & image power with Vertex AI

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/combine-text-image-power-with-vertex-ai/ Source: Cloud Blog Title: Unlock multimodal search at scale: Combine text & image power with Vertex AI Feedly Summary: The way users search is evolving. When searching for a product, users might type in natural-sounding language or search with images. In return, they want tailored results that are specific to their query.…

  • Hacker News: voyage-code-3

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    Kurt Seifried
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    Source URL: https://blog.voyageai.com/2024/12/04/voyage-code-3/ Source: Hacker News Title: voyage-code-3 Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents voyage-code-3, a new embedding model optimized for code retrieval that significantly outperforms existing models in both performance and cost-efficiency. The introduction of Matryoshka learning and advanced quantization techniques allows for reduced storage requirements without compromising…

  • Hacker News: How we used GPT-4o for image detection with 350 similar illustrations

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    Kurt Seifried
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    Source URL: https://olup-blog.pages.dev/stories/image-detection-cars Source: Hacker News Title: How we used GPT-4o for image detection with 350 similar illustrations Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the innovative use of GPT-4o and computer vision technologies in developing a solution for image detection in a museum project. It highlights the shift in…

  • Hacker News: Apple auto-opts everyone into having their photos analyzed by AI for landmarks

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    system automation
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    Source URL: https://www.theregister.com/2025/01/03/apple_enhanced_visual_search/ Source: Hacker News Title: Apple auto-opts everyone into having their photos analyzed by AI for landmarks Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses Apple’s new feature, Enhanced Visual Search, which processes users’ photos to identify landmarks without explicit consent. Although it employs homomorphic encryption and claims to…

  • The Register: Apple auto-opts everyone into having their photos analyzed by AI for landmarks

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    system automation
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    Source URL: https://www.theregister.com/2025/01/03/apple_enhanced_visual_search/ Source: The Register Title: Apple auto-opts everyone into having their photos analyzed by AI for landmarks Feedly Summary: Homomorphic-based Enhanced Visual Search is so privacy-preserving, iPhone giant activated it without asking Apple last year deployed a mechanism for identifying landmarks and places of interest in images stored in the Photos application on…

  • Hacker News: Large Concept Models: Language modeling in a sentence representation space

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    system automation
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    Source URL: https://github.com/facebookresearch/large_concept_model Source: Hacker News Title: Large Concept Models: Language modeling in a sentence representation space Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the implementation and experiments related to Large Concept Models (LCMs) as part of language modeling in a semantic representation space. By utilizing SONAR embeddings for multiple…

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

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    system automation
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    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…