Instructions to use SurdAI/SPX-CD-Flash with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use SurdAI/SPX-CD-Flash with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3.6-35B-A3B") model = PeftModel.from_pretrained(base_model, "SurdAI/SPX-CD-Flash") - Notebooks
- Google Colab
- Kaggle
Download examples/image.json from SurdAI/SPX-CD-Flash: direct link, hf CLI and curl.
- Browser
- Download file 288 Bytes
-
https://huggingface.co/SurdAI/SPX-CD-Flash/resolve/main/examples/image.json
- Command line
-
hf download hf://SurdAI/SPX-CD-Flash/examples/image.json
-
curl -L -o image.json https://huggingface.co/SurdAI/SPX-CD-Flash/resolve/main/examples/image.json
288 Bytes
| { | |
| "id": "visual-shapes", | |
| "state": "Look at the supplied diagram.", | |
| "question": "Which shape is directly above the blue square?", | |
| "kind": "choice", | |
| "image_refs": ["shapes.png"], | |
| "options": {"circle": "A red circle", "triangle": "A green triangle", "square": "A blue square"} | |
| } | |