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ucsinfer/README.md
Jamie Hardt 275d1341ab Restructured
Hav removed suggestions for now, have added dataset
gathering and evaluation.
2025-08-26 16:47:35 -07:00

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# ucsinfer
Universal Category System inference.
## Running
```sh
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
Infer a UCS category for a text description.
* gather
Scan files to capture existing text descriptions and UCS categories and save
as a dataset.
* finetune
Fine-tune an existing sentence embedding model with training data.
* evaluate
Use datasets to evauluate the performance of fine-tuning.