| --- |
| license: apache-2.0 |
| base_model: Cactus-Compute/needle3 |
| language: |
| - en |
| tags: |
| - needle |
| - tool-calling |
| - form-filling |
| --- |
| |
| # leafmind fill commands (Needle fine-tune) |
|
|
| A LoRA fine-tune of [Cactus-Compute/needle3](https://huggingface.co/Cactus-Compute/needle3) (121M parameters, |
| Apache-2.0) for [leafmind](https://github.com/litoosh13/leafmind): it turns an English sentence such as |
| "fill the name with Robin Example" into a tool call on one of a form's fields (fill a text field, tick a box, |
| choose an option, or report that no field fits). |
|
|
| - **File:** `fill.cact` (63,437,076 bytes, 20 layers), for the Cactus Needle engine (`needle_load`). |
| - **sha256:** `6198a4579107fc6b0546816a547f6c8594979ba2ebe33a4a4b2c8643536c35fd` |
| - **Training data:** 6,000 invented examples: random made-up forms, field labels, wordings and values. No real |
| documents and no personal data. |
| - **Training:** LoRA rank 32, 2 epochs, max length 512, with Needle's own training scripts. |
| - **Use:** English only. Proposals can be wrong; an app must show them and let the user confirm before writing. |
| - **Licence:** Apache-2.0, like the base model (see `LICENSE`). |
|
|
