README.md

---
license: apache-2.0
tags:
- pruned
- python
- optimized
base_model: openai-community/openai-gpt
---

# openai-gpt-python-heavy

This model is a **heavy** pruned version of [openai-community/openai-gpt](https://huggingface.co/openai-community/openai-gpt), specialized for **PYTHON** tasks.

## Pruning Details

- **Base Model**: openai-community/openai-gpt
- **Specialization**: Python
- **Prune Mode**: Heavy
- **Method**: Activation-based weight pruning

## Performance Comparison

| Category | Original | Pruned |
|----------|----------|--------|
| Python | 0.0% | 0.0% |
| HTML | 0.0% | 0.0% |
| Trivia | 0.0% | 0.0% |
| Math | 0.0% | 0.0% |
| Reasoning | 0.0% | 0.0% |
| Medical | 0.0% | 0.0% |
| Linux | 0.0% | 0.0% |
| Writing | 0.0% | 0.0% |

![Comparison Graph](comparison_graph.png)

## Usage

```python
from transformers import AutoModelForCausalLM, AutoTokenizer

model = AutoModelForCausalLM.from_pretrained("CompactAI/openai-gpt-python-heavy")
tokenizer = AutoTokenizer.from_pretrained("CompactAI/openai-gpt-python-heavy")
```

## License

This model inherits the license from the base model.