EXAONE-4.0-1.2B-python-aggressive

🎯 PYTHON-optimized | 📦 Aggressive pruning | ⚡ 30% weights pruned

This model is a aggressively pruned version of LGAI-EXAONE/EXAONE-4.0-1.2B.

Performance Comparison

Category	Original	Pruned	Change
Python	76.9%	61.5% ⭐	↓ 15.4%
Html	20.0%	10.0%	↓ 10.0%
Trivia	86.7%	53.3%	↓ 33.3%
Math	80.0%	93.3%	↑ 13.3%
Reasoning	75.0%	50.0%	↓ 25.0%
Medical	42.9%	14.3%	↓ 28.6%
Linux	23.1%	23.1%	→
Writing	54.5%	0.0%	↓ 54.5%

Average: 57.4% → 38.2% (-19.2%)

Python Retention: 80.0%

Quick Start

from transformers import AutoModelForCausalLM, AutoTokenizer

model = AutoModelForCausalLM.from_pretrained("CompactAI/EXAONE-4.0-1.2B-python-aggressive")
tokenizer = AutoTokenizer.from_pretrained("CompactAI/EXAONE-4.0-1.2B-python-aggressive")

inputs = tokenizer("Your prompt here", return_tensors="pt")
outputs = model.generate(**inputs, max_new_tokens=100)
print(tokenizer.decode(outputs[0], skip_special_tokens=True))

Technical Details

Property	Value
Base Model	LGAI-EXAONE/EXAONE-4.0-1.2B
Specialization	Python
Prune Mode	Aggressive
Weight Reduction	30% weights pruned

License

This model inherits the license from the base model.