metadata
license: apache-2.0
tags:
- pruned
- python
- optimized
base_model: LGAI-EXAONE/EXAONE-4.0-1.2B
EXAONE-4.0-1.2B-python-extra-light
This model is a extra-light pruned version of LGAI-EXAONE/EXAONE-4.0-1.2B, specialized for PYTHON tasks.
Pruning Details
- Base Model: LGAI-EXAONE/EXAONE-4.0-1.2B
- Specialization: Python
- Prune Mode: Extra-light
- Method: Activation-based weight pruning
Performance Comparison
| Category | Original | Pruned |
|---|---|---|
| Python | 20.0% | 20.0% |
| HTML | 6.7% | 0.0% |
| Trivia | 86.7% | N/A |
| Math | 60.0% | N/A |
| Reasoning | N/A | N/A |
| Medical | 93.3% | N/A |
| Linux | 93.3% | N/A |
| Writing | 46.7% | N/A |
Usage
from transformers import AutoModelForCausalLM, AutoTokenizer
model = AutoModelForCausalLM.from_pretrained("CompactAI/EXAONE-4.0-1.2B-python-extra-light")
tokenizer = AutoTokenizer.from_pretrained("CompactAI/EXAONE-4.0-1.2B-python-extra-light")
License
This model inherits the license from the base model.