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 🙃
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 🙃
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)