--- license: cc-by-nc-4.0 language: - en widget: - text: | User: What are some effective ways to manage time better? Assistant: example_title: "Time Management Strategies" - text: | User: How can I improve my morning routine? Assistant: example_title: "Enhancing Morning Routines" - text: | User: What are some tips for staying motivated during challenging times? Assistant: example_title: "Maintaining Motivation" - text: | User: Can you give me some advice on maintaining a healthy work-life balance? Assistant: example_title: "Work-Life Balance Tips" - text: | User: What are the best practices for effective communication in a team? Assistant: example_title: "Team Communication Best Practices" --- ![phi2.png](https://huggingface.co/phanerozoic/Phi2-Pirate-v0.1/resolve/main/phi2.png) # Phi2-Pirate-v0.1 Phi2-Pirate-v0.1 is a fine-tuned version of the Microsoft Phi-2 model, specifically adapted for generating authentic pirate-themed content. This model combines the technical sophistication of Phi-2 with a specialized focus on pirate vernacular. - **Developed by**: Phanerozoic - **License**: cc-by-nc-4.0 - **Finetuned from**: Phi-2 ### Version Control Phi2-Pirate-v0.1 marks the initial release of this specialized language model. ### Performance Phi2-Pirate-v0.1 demonstrates a notable ability in generating coherent and contextually appropriate pirate-themed content. This model has fewer limitations than its predecessors and offers high-quality outputs. ### Direct Use Suited for thematic language generation in various applications, including entertainment, educational platforms, and any environment requiring pirate-style communication. ### Training Data The model was fine-tuned on a dataset of higher quality compared to that used for the TinyLlama pirate model, ensuring a richer linguistic experience. ### Custom Stopping Strings To enhance output quality, the following custom stopping strings were employed: - "}," - "User:" - "You:" - "\nUser" - "\nUser:" - "me:" - "\n" ### Training Hyperparameters and Fine-Tuning Details - **LoRA Alpha**: 256 - **Dimension Count**: 128 - **Epochs**: Approximately 0.61 - **Global Steps**: 793 - **Learning Rate**: 0.0002 - **Loss**: 0.6002 ### Limitations As a specialized model, Phi-Pirate-v0.1 is not designed for general language tasks but excels in generating pirate-themed content. ### Compute Infrastructure The model was efficiently trained with significantly higher hyperparameters than typical language models, indicative of its specialized nature. ### Results Phi2-Pirate-v0.1 successfully produces engaging pirate-themed responses, showing its capability to handle a variety of related topics. The model's pirate dialect is consistent, adding to the immersive experience. ### Summary Phi2-Pirate-v0.1 represents an innovative approach in specialized language models. It stands out for its ability to combine the advanced capabilities of Phi-2 with the thematic accuracy needed for pirate speak. ### Acknowledgments Thanks to the developers of the original Phi-2 model for their foundational work, which was crucial for the creation of Phi-Pirate-v0.1.