34 lines
735 B
Markdown
34 lines
735 B
Markdown
# ucsinfer
|
|
|
|
Universal Category System LLM toolkit.
|
|
|
|
## 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~ (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.
|