v0.3.0-alpha
Pre-releaseProduct Updates
Announcement 📣
- VDP (originally, Visual Data Preparation) is officially renamed to
Versatile Data Pipeline
.
We have realised that as a general ETL infrastructure, VDP is in fact capable of processing all kinds of unstructured data. We should not limit its usage to only visual data but to more general versatile data. In addition, the term, Data Preparation, has been misleading for users often thinking it has to do with only data labelling, cleaning, or wrangling. In our vision, while VDP should involve data preparation in its MLOps practice, it should not be conceptually confined to only data preparation. VDP does more than that and is focused on the overall effectiveness of the unstructured data ETL with a data-centric paradigm. The end form of a VDP infrastructure is nothing but a data pipeline. The term Data Pipeline is more precise to capture the core concept of VDP hence renamed as Versatile Data Pipeline.
Features ✨
- support new task Instance segmentation. Check out the Streamlit example
VDP (0.3.0-alpha)
Features
- support Instance segmentation task (0476f59)
- add console e2e test into vdp (#148) (a779a11)
- add instance segmentation example (#167)(c341e0c)
Bug Fixes
- fix wrong triton environment when deploying HuggingFace models (#150) (b2fda36)
- use COCO RLE format for instance segmentation (4d10e46)
- update model output protocol (e6ea88d)
- fix docker-compose (#174) (e40d607)
- fix: fix typo in makefile (#172) (c861afd)
Pipeline-backend (0.9.3-alpha)
Bug Fixes
- fix pipeline trigger model hanging (instill-ai/pipeline-backend#80) (7ba58e5)
Connector-backend (0.7.2-alpha)
Bug Fixes
- fix connector empty description update (0bc3086)
Model-backend (0.10.0-alpha)
Features
- support instance segmentation task (instill-ai/model-backend#183) (d28cfdc)
- support async deploy and undeploy model instance (instill-ai/model-backend#192) (ed36dc7)
- support semantic segmentation (instill-ai/model-backend#203) (f22262c)
Bug Fixes
- allow updating emtpy description for a model (instill-ai/model-backend#177) (100ec84)
- HuggingFace batching bug in preprocess model (b1582e8)
- model instance state update to unspecified state (instill-ai/model-backend#206) (14c87d5)
- panic error with nil object (instill-ai/model-backend#208) (a342113)
Console
Features
- extend the time span of our user cookie (instill-ai/console#289) (76a6f99)
- finish integration test and make it stable (instill-ai/console#281) (3fd8d21)
- replace prism.js with code-hike (instill-ai/console#292) (cb61708)
- unify the gap between elements in every table (instill-ai/console#291) (e743820)
- update console request URL according to new protobuf (instill-ai/console#287) (fa7ecc3)
- add hg model id field at model_instance page (instill-ai/console#300) (31a6eab)
- cleanup connector after test (instill-ai/console#295) (f9c8e4c)
- disable html report (instill-ai/console#297) (689f50d)
- enhance the warning of the resource id field (instill-ai/console#303) (6c4aa4f)
- make playwright output dot on CI (instill-ai/console#293) (e5c2958)
- support model-backend async long run operation (instill-ai/console#309) (f795ce8)
- update e2e test (instill-ai/console#313) (88bf0cd)
update how we test model detail page (instill-ai/console#310) (04c83a1) - wipe out all data after test (instill-ai/console#296) (e4085dd)
Bug Fixes
- fix pipeline e2e not stable (instill-ai/console#285) (a26e599)
- fix set-cookie api route issue due to wrong domain name (instill-ai/console#284) (c3efcdd)
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