Instructions to use StrawberryPanda/WOL-Political with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use StrawberryPanda/WOL-Political with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("StrawberryPanda/WOL-Political", dtype="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps
- Unsloth Studio new
How to use StrawberryPanda/WOL-Political with Unsloth Studio:
Install Unsloth Studio (macOS, Linux, WSL)
curl -fsSL https://unsloth.ai/install.sh | sh # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for StrawberryPanda/WOL-Political to start chatting
Install Unsloth Studio (Windows)
irm https://unsloth.ai/install.ps1 | iex # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for StrawberryPanda/WOL-Political to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for StrawberryPanda/WOL-Political to start chatting
Load model with FastModel
pip install unsloth from unsloth import FastModel model, tokenizer = FastModel.from_pretrained( model_name="StrawberryPanda/WOL-Political", max_seq_length=2048, )
An LLM fine-tuned using an adaptation of the PANORAMA dataset for studying the privacy concerns of extracting Personal Idenbtifiable Information. For research purposes only.
References
Sriram Selvam, Anneswa Ghosh, "PANORAMA: A synthetic PII-laced dataset for studying sensitive data memorization in LLMs [Dataset]. https://huggingface.co/datasets/srirxml/PANORAMA"
@misc{panorama2025,
author = {Sriram Selvam and Anneswa Ghosh},
title = {PANORAMA: A Synthetic PII-Laced Dataset for Studying Sensitive Data Memorization in LLMs},
year = {2025},
howpublished = {\url{https://huggingface.co/datasets/srirxml/PANORAMA}},
note = {[Dataset]}
}
Uploaded model
- Developed by: StrawberryPanda
- License: apache-2.0
- Finetuned from model : unsloth/llama-3.1-8b-unsloth-bnb-4bit
This llama model was trained 2x faster with Unsloth
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