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@admin-adb admin-adb released this 25 Nov 07:39
· 6 commits to main since this release
v0.1.0
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Release Note (0.1.0)

Release time: 2021-11-25 00:00:00

This is the first release of Aquila HUB in a usable form. Please note that this is a beta release. Many things can change in the upcoming versions with minimal notice period.

New features: 3 Total features: 3

[Announcement] An experimental IPFS support is added

Aquila HUB will support IPFS to enable p2p model download (fasttext models only) from a CID (multaddress). This is subject to removal / re-implementation through a different approach as we test and make progress.

[Added] What’s new in Aquila HUB

One highlight, Aquila HUB now supports Transformer models from sentence transformers. From our tests, we recommend using msmarco-distilbert-base-tas-b for better accuracy in document retrieval tasks.

  • 709fb5d Added automatic Transformer model downloads from sentence transformers.
  • e3846eb 5c65b75 Persist model on disk for re-usability across Aquila HUB instances.
  • 151bf29 Added automatic Fasttext model downloads from a url and load it into memory on demand.

[Fixed] Bugs fixed

Several minor and major bugs are fixed and only the highlights are given below. To see all fixes, please refer to this release's commits.

  • 7539278 3dc06fc A JSON file is updated with each additional model to keep track of all models loaded over the course of time.
  • b1c25a0 Fixed url hash function to include unicode formats.

[Deprecation Notice] What’s going to change

No planned deprecation

[Removed] What’s changed

No features removed

[Known Issues] We’re aware of these issues

No known issues

Assets 2