HNSW tuning guide #3684
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HNSW tuning guide #3684
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huibinshen
requested review from
elfisher,
AMoo-Miki,
nknize,
krisfreedain,
peterzhuamazon,
CEHENKLE,
dtaivpp,
kolchfa-aws,
nateynateynate and
natebower
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kolchfa-aws
reviewed
Mar 28, 2025
kolchfa-aws
reviewed
Mar 28, 2025
| | [NYTimes](https://archive.ics.uci.edu/dataset/164/bag+of+wordsD199572657/) | 16 | 290,000 | 10,000 | 100 | Angular | BoW | Language, news article | | ||
| | [SIFT](http://corpus-texmex.irisa.fr/) | 128 | 1,000,000 | 10,000 | 100 | Euclidean | SIFT descriptors | Image | | ||
| | [SIFT](https://github.com/erikbern/ann-benchmarks/tree/main) | 256 | 1,000,000 | 10,000 | 100 | Hamming | SIFT descriptors | Image | | ||
| | [Last.fm](http://millionsongdataset.com/lastfm/) | 65 | 292,385 | 50,000 | 100 | Inner product | Matric Factorization | Song recommendation | |
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@huibinshen Do you mean "matrix factorization"?
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@pajuric Could you please update the meta for this blog? Thanks! |
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@huibinshen Could you also fix DCO for your commits please? |
Signed-off-by: huibishe <[email protected]>
Signed-off-by: huibishe <[email protected]>
Signed-off-by: kolchfa-aws <[email protected]>
Signed-off-by: Fanit Kolchina <[email protected]>
Signed-off-by: Fanit Kolchina <[email protected]>
Signed-off-by: Fanit Kolchina <[email protected]>
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Signed-off-by: huibishe <[email protected]>
natebower
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@kolchfa-aws @huibinshen Editorial review complete. Please see my comments and changes and let me know if you have any questions. Thanks!
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Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: kolchfa-aws <[email protected]>
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…rameters.md Signed-off-by: kolchfa-aws <[email protected]>
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@pajuric Editorial comments addressed. Please update the meta, and this blog will be ready to publish. |
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@huibinshen - please update the blog publish date and meta keywords, and then we'll prep this to publish tomorrow. |
Signed-off-by: huibishe <[email protected]>
Publish date updated. The old keywords seem fine to me, if you have other suggestions, let me know. |
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@nateynateynate @krisfreedain - Please push this one live. Thank you! |
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Description
We publish a blogpost to make HNSW tuning easier.
Issues Resolved
#3683
Check List
By submitting this pull request, I confirm that my contribution is made under the terms of the BSD-3-Clause License.