Skip to content

[Parent] Create v2 of the experiments package #33

@nadahlberg

Description

@nadahlberg

The goals for this section of the experiments package will be to slowly work on creating the first two classifier labels, standardizing the workflow as we go. We will take on an easy label Complaint and a harder label (tbd) such as a specific disposition.

Goals include:

  • Standardize heuristics flow
  • Standardize decision boundaries
  • Connect DSPy fitting for decision boundaries
  • Embed docket sample and add semantic search to docket viewer app
  • Create system for caching semantic anchors, i.e. positive and negative similarity scores based on decision boundary examples
  • Pretrain a tiny modernbert on docket text for cpu usage.
  • Generate label schema and automatic dumping of decision boundary documentation

Sub-issues

Metadata

Metadata

Assignees

Labels

No labels
No labels

Type

No type

Projects

Status

Ancestors 👪

Milestone

No milestone

Relationships

None yet

Development

No branches or pull requests

Issue actions