transformers safetensors mixformer-sequential text-generation custom_code en license:cc-by-nc-4.0 autotrain_compatible region:us
---
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.