ucsinfer

Universal Category System LLM toolkit.

Running

python -m ucsinfer [command]

Pass --help to see a summary of subcommands and options.

The subcommands available at this time are gather and evaluate.

Functions

• recommend (in-progress)

  Infer a UCS category for a text description.

• gather

  Scan files to capture existing text descriptions and UCS categories and save as a dataset. This function is used to countruct datasets that evaluate can use to test models and finetune can use to refine them.

• finetune (planned)

  Fine-tune an existing sentence embedding model with training data.

• evaluate

  Use datasets to evaluate the performance of a model and fine-tuning.