| --- |
| license: apache-2.0 |
| base_model_type: llama |
| tags: |
| - animal-liberation |
| - animal-advocacy |
| - open-paws |
| - ethics |
| - alignment |
| language: |
| - en |
| pipeline_tag: text-generation |
| widget: |
| - text: "How can we effectively advocate for farm animal welfare?" |
| - text: "Explain the ethical issues with factory farming" |
| - text: "What are the benefits of plant-based diets for animals?" |
| --- |
| |
| # Open Paws Text Performance Prediction Longform |
|
|
| 🐾 **Specialized model for scoring and ranking content based on animal advocacy principles** |
|
|
| ## Overview |
|
|
| This model is part of the Open Paws initiative to develop AI systems aligned with animal liberation and advocacy principles. Designed to support advocates, educators, and researchers working toward a more compassionate world for all animals. |
|
|
| ## Model Details |
|
|
| - **Model Type**: Ranking Model |
| - **Model Size**: Compact (under 1B parameters) |
| - **Architecture**: Transformer-based |
| - **Training Focus**: Animal advocacy and ethical reasoning |
| - **Organization**: [Open Paws](https://huggingface.co/open-paws) |
| - **License**: Apache 2.0 |
|
|
| ## Intended Use |
|
|
| ### Primary Applications |
| - Content quality assessment for animal advocacy |
| - Message effectiveness scoring |
| - Preference modeling for advocacy strategies |
| - Performance evaluation of educational materials |
|
|
| ### Ethical Guidelines |
| - ✅ Supporting animal welfare and rights advocacy |
| - ✅ Educational content about animal liberation |
| - ✅ Ethical decision-making frameworks |
| - ❌ Content that promotes animal exploitation |
| - ❌ Justifying harm to sentient beings |
|
|
| ## Usage |
|
|
| ### Installation |
|
|
| ```bash |
| pip install transformers torch |
| ``` |
|
|
| ### Basic Usage |
|
|
| ```python |
| from transformers import AutoModel, AutoTokenizer |
| import torch |
| |
| # Load model and tokenizer |
| model_name = "open-paws/text_performance_prediction_longform" |
| tokenizer = AutoTokenizer.from_pretrained(model_name) |
| model = AutoModel.from_pretrained(model_name) |
| |
| # Score content for animal advocacy alignment |
| content = "Plant-based diets reduce animal suffering significantly" |
| inputs = tokenizer(content, return_tensors="pt") |
| score = model(**inputs).logits |
| print(f"Advocacy alignment score: {score.item():.3f}") |
| ``` |
|
|
| ## Community and Contributions |
|
|
| - **Organization**: [Open Paws](https://huggingface.co/open-paws) - Making AI an ally to animals |
| - **Website**: [openpaws.ai](https://www.openpaws.ai/) |
| - **Community**: Join our mission to use AI for animal liberation |
| - **Issues**: Report issues via HuggingFace discussions |
|
|
| ## Model Card Contact |
|
|
| For questions about this model, please reach out via: |
| - **HuggingFace Discussions**: [open-paws/text_performance_prediction_longform](https://huggingface.co/open-paws/text_performance_prediction_longform/discussions) |
| - **Organization Page**: [Open Paws](https://huggingface.co/open-paws) |
|
|
| --- |
|
|
| *Built with 🐾 for animal liberation and AI alignment* |
|
|
