Update README.md
Browse files
README.md
CHANGED
|
@@ -7,3 +7,40 @@ tags:
|
|
| 7 |
- transformer
|
| 8 |
- pre-training
|
| 9 |
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 7 |
- transformer
|
| 8 |
- pre-training
|
| 9 |
---
|
| 10 |
+
# gpt2-elite: Elevating Language Generation with a Specialized Dataset
|
| 11 |
+
|
| 12 |
+
Welcome to the gpt2-elite repository! This project uses the renowned GPT-2 model to enhance language generation by fine-tuning it on a meticulously curated domain-specific dataset. The outcome is a finely tuned language generation model capable of producing exceptional text in a range of contexts.
|
| 13 |
+
|
| 14 |
+
## Features
|
| 15 |
+
|
| 16 |
+
- **GPT-2 Foundation**: Our model is built upon the GPT-2 architecture, a cutting-edge language model known for its impressive text generation capabilities.
|
| 17 |
+
|
| 18 |
+
- **Tailored Dataset**: Unlike the standard GPT-2, our model has undergone training with a carefully selected domain-specific dataset. This empowers the model to generate contextually relevant and precise text tailored to a particular topic or field.
|
| 19 |
+
|
| 20 |
+
- **Enhanced Text Quality**: The fine-tuning process using our specialized dataset has led to remarkable text quality, coherence, and relevance improvements in the generated content.
|
| 21 |
+
|
| 22 |
+
## Examples
|
| 23 |
+
|
| 24 |
+
Here are a few examples showcasing the prowess of gpt2-elite:
|
| 25 |
+
|
| 26 |
+
- **Prompt**: "In a galaxy far, far away"
|
| 27 |
+
- **Generated Text**: "In a galaxy far, far away, diverse alien species coexist, merging advanced technologies with ancient mysticism."
|
| 28 |
+
|
| 29 |
+
- **Prompt**: "Climate change"
|
| 30 |
+
- **Generated Text**: "Climate change poses an urgent global challenge that demands immediate action. Escalating temperatures and rising sea levels endanger ecosystems and human settlements across the globe."
|
| 31 |
+
|
| 32 |
+
## Contributions
|
| 33 |
+
|
| 34 |
+
Contributions to gpt2-elite are highly appreciated! If you have ideas for enhancements, encounter issues, or wish to expand the model's capabilities, please submit a pull request.
|
| 35 |
+
|
| 36 |
+
## Credits
|
| 37 |
+
|
| 38 |
+
gpt2-elite was developed by MustEr. We extend our gratitude to the Hugging Face team for their invaluable contributions to open-source projects.
|
| 39 |
+
|
| 40 |
+
## License
|
| 41 |
+
|
| 42 |
+
This project is licensed under the [MIT License](LICENSE).
|
| 43 |
+
|
| 44 |
+
---
|
| 45 |
+
|
| 46 |
+
Feel free to reach out with questions, feedback, or collaboration proposals. Enjoy generating text with gpt2-elite!
|