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Quantization: The Important Bits
Hey everyone, in this episode I speak to Ben Trent, one of Elastics Sr Principal engineers, about Quantization. We recorded this episode a while ago and since then, launched our latest quantization feature, BBQ. So this will be a good primer in prep for leveraging that feature which we touch on briefly at the end. I plan to record another episode covering BBQ specifically so hopefully you stay curious!
Show Notes:
Fun words - Discretize
Centroid - https://en.wikipedia.org/wiki/Centroid
K-means - https://en.wikipedia.org/wiki/K-means_clustering
NDGC - https://en.wikipedia.org/wiki/Discounted_cumulative_gain#:~:text=NDCG%20is%20often%20used%20to,position%20in%20the%20result%20list.
Binning - https://en.wikipedia.org/wiki/Data_binning
RabitQ - https://arxiv.org/abs/2405.12497
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By ElasticHey everyone, in this episode I speak to Ben Trent, one of Elastics Sr Principal engineers, about Quantization. We recorded this episode a while ago and since then, launched our latest quantization feature, BBQ. So this will be a good primer in prep for leveraging that feature which we touch on briefly at the end. I plan to record another episode covering BBQ specifically so hopefully you stay curious!
Show Notes:
Fun words - Discretize
Centroid - https://en.wikipedia.org/wiki/Centroid
K-means - https://en.wikipedia.org/wiki/K-means_clustering
NDGC - https://en.wikipedia.org/wiki/Discounted_cumulative_gain#:~:text=NDCG%20is%20often%20used%20to,position%20in%20the%20result%20list.
Binning - https://en.wikipedia.org/wiki/Data_binning
RabitQ - https://arxiv.org/abs/2405.12497