thakkar-puru/cmd-to-agentic-json

Model Card for Model ID

This model is a fine-tuned version of unsloth/qwen2.5-coder-1.5b-instruct-bnb-4bit. It has been trained to convert natural language commands into structured JSON actions.

Model Details

Model Description

• —Developed by: Puru Thakkar
• —Model type: LoRA adapter fine-tuned version of unsloth/qwen2.5-coder-1.5b-instruct-bnb-4bit.
• —Finetuned from model: unsloth/qwen2.5-coder-1.5b-instruct-bnb-4bit
• —Repository: [More Information Needed]
• —Demo [optional]: https://github.com/purut18/lucky

Uses

This model is finetuned to convert natural language commands into structured JSON actions for a MacOS system agent.

Downstream Use

This model is plugged into a larger ecosystem/app called Lucky.

Training Details

Training Data

The SLM has been trained on a dataset of 2,374 samples, available at

https://huggingface.co/datasets/thakkar-puru/compuer-use-commands-and-json