corpus.blog
41554 blogs · 4,417,066 posts Claim your blog
Record · corpus.blog/posts/01a08770-baa3-72a8-9ea2-1d9ff89d2510

Honey, I shrunk the embeddings: Matryoshka vs. PCA

dylancastillo.co · published 1 August 2026

A record is what was published and who pointed at it. The text of the post is not held here: read it at the source, or at its Wayback capture.

Read the post at dylancastillo.co Wayback capture
0blogs citing
First cited
—
Most recent
—
Rank this month
not ranked
Links from this post
14
Words captured
2,378

Cited by

No blog we hold has cited this post yet.

Links from this post

Link
Host
https://en.wikipedia.org/wiki/Vector_database
en.wikipedia.org
New embedding models and API updates Read at the source ↗
openai.com
https://docs.cohere.com/changelog/embed-multimodal-v4
docs.cohere.com
https://arxiv.org/abs/2205.13147
arxiv.org
https://softwaredoug.com/blog/2026/07/24/pca-shrink-ray
softwaredoug.com
https://arxiv.org/abs/1404.1100
arxiv.org
https://github.com/dylanjcastillo/blog/tree/main/_extras/matryoshka-vs-pca
github.com
https://github.com/beir-cellar/beir
github.com
https://developers.openai.com/api/docs/guides/embeddings
developers.openai.com
https://github.com/embeddings-benchmark/results/tree/main/results/openai__text-embedding-3-small
github.com
https://github.com/embeddings-benchmark/results/tree/main/results/openai__text-embedding-ada-002
github.com
https://github.com/embeddings-benchmark/results/tree/main/results/Qwen__Qwen3-Embedding-8B
github.com
https://github.com/dylanjcastillo/blog/tree/main/_extras/matryoshka-vs-pca/data/analysis/openai__text-embedding-3-small/quantization_summary.csv
github.com
https://setosa.io/ev/principal-component-analysis/
setosa.io