metadata
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, 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% |
Usage
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.