metadata
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 (121M parameters, Apache-2.0) for 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).