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Releases: qdrant/quaterion

v0.1.35

30 Mar 07:04
@monatis monatis
v0.1.35
1745697
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v0.1.35 Latest
Latest

What's new

New loss functions and bug fixes

Features

  • Added Circle Loss #197
  • Added FastAP Loss #199

Bug fixes

  • Fix a bug in sampler 194
  • Updated dependencies for compatibility #201
Assets 2

v0.1.34

13 Dec 08:53
@monatis monatis
v0.1.34
6d1c77c
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v0.1.34

What's new

  • Fixed a bug caused by Euclidean distance matrix optimization used in XBM context.
Assets 2

v0.1.33

08 Dec 09:57
@monatis monatis
v0.1.33
9537389
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v0.1.33

What's new

  • Updated the semi-hard triplet loss implementation to avoid out-of-memory crashes when used with large XBM buffer sizes.
Assets 2

v0.1.31

06 Oct 20:42
@monatis monatis
v0.1.31
f2be2a4
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v0.1.31

What's new

  • Add semi-hard mining to Triplet Loss, and introduce Cross-Batch Memory support(#175).
  • Add soft margin variant to Hard Triplet Loss (#178).
  • Support multiple EncoderHead in a SwitchHead, most useful for two-tower encoders like CLIP, and enable to pass meta data from Encoder to EncoderHead, also useful for passing masks, e.g., attention masks (#180).
Assets 2