Vector Quantization: The Vector Clubhouse Episode 2

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  • Опубліковано 29 лис 2024

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  • @etiennedilocker9729
    @etiennedilocker9729 5 місяців тому

    Love this! Thanks for the shoutout. I love that the signal processing example for quantization is now named after me, but I have to say I didn't come up with it, either. The Wikipedia article for quantization actually mentions the Analog-Digital-Converter example. I think I probably got it from there 🙃

  • @Weaviate
    @Weaviate  5 місяців тому

    Additional resources:
    - Product quantization blog (weaviate.io/blog/pq-rescoring)
    - Binary quantization blog (weaviate.io/blog/binary-quantization)
    - Weaviate Academy: Vector compression (weaviate.io/developers/academy/py/compression)
    - Weaviate Documentation: Vector quantization (weaviate.io/developers/weaviate/concepts/vector-quantization)
    - Lecture: Vector Quantization (Etienne at Brown University) (ua-cam.com/video/0diVrgyQwXA/v-deo.html)
    - Hugging Face Blog: Binary and Scalar Embedding Quantization (huggingface.co/blog/embedding-quantization)