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orbitdesk-qwen3-support-lora
DDDDD-433/orbitdesk-qwen3-support-lora
orbitdesk-qwen3-support-lora is a machine learning model from DDDDD-433. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as apache-2.0.
Tiny PEFT LoRA adapter fine-tuned from Qwen/Qwen3-0.6B on 150 synthetic OrbitDesk Nova customer-support conversations.
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At a glance
- Library
- peft
- License
- apache-2.0
- Access
- Public
- Created
- Apr 19, 2026
- Updated
- Apr 19, 2026
- SHA
- 0fe6cf3f
Base models
Model card
From the Hugging Face model README
OrbitDesk Qwen3 Support LoRA
Tiny PEFT LoRA adapter fine-tuned from Qwen/Qwen3-0.6B on 150 synthetic OrbitDesk Nova customer-support conversations.
This is a demo of domain-specific supervised fine-tuning, not a real support product.
Training Data
The synthetic dataset was generated inside the Hugging Face Job and covers setup, height presets, app pairing, calibration, error codes, wobble/noise troubleshooting, warranty, returns, safety, and escalation.
Sample Prompts
My OrbitDesk shows E07. What should I do?How do I save a standing preset?The app says APP-204 when I pair the desk.
Usage
from transformers import AutoModelForCausalLM, AutoTokenizer
from peft import PeftModel
base = "Qwen/Qwen3-0.6B"
adapter = "DDDDD-433/orbitdesk-qwen3-support-lora"
tokenizer = AutoTokenizer.from_pretrained(base)
model = AutoModelForCausalLM.from_pretrained(base)
model = PeftModel.from_pretrained(model, adapter)
Public comparison demo: https://huggingface.co/spaces/DDDDD-433/orbitdesk-support-compare.
- Library
- peft
- License
- apache-2.0
- Created
- Apr 19, 2026
- Updated
- Apr 19, 2026