Upcoming · no-code · on-prem
The workspace for training-data curation.
uttrain is in heavy development. The product will let a team set up the task, the pipeline, and the review in the application, then export a versioned dataset when the rows pass.
Review queue
- rec_1841sftaccepted
- rec_1842preferencereview
- rec_1843critiqueflag
- rec_1844rlaifdraft
- SFTPreference and critique sets
- ReviewLayers, matching, gold items
- ModelsJudge and critique on your rubric
- FilesJSON, CSV, and Parquet
Product
Everything for a curation run, in one workspace.
Custom tasks
Build the label form in the product. The labeling screen follows that form.
Pipelines
Turn stages on, choose rules, and keep every snapshot readable.
Model critique
Connect a model. It can draft, judge, and write a critique on your rubric.
Human review
Stack review layers. Matching uses skill, calibration, and workload.
Query and reject
Turn on named checks. Open the query screen when a filter needs SQL.
Your network
Built to run on your own network, with model calls only to endpoints you connect.
How it works
Import, curate, export.
- 01
Import
Bring in JSON, CSV, or Parquet. The project profiles the file and opens a snapshot.
- 02
Curate
Choose rules, label in the task you set up, and send disagreements back to review.
- 03
Export
Accept the rows that pass and download a versioned set for SFT, preference, or critique.
Tasks
The forms teams set up first.
Status
Upcoming, and in heavy development.
The workspace on this page is a preview of the product being built. A release follows this work.