EXAONE-4.0-1.2B-math-safe

🎯 MATH-optimized | 📦 Safe pruning | ⚡ 1% weights pruned

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

Performance Comparison

Category Original Pruned Change
Python 91.7% 91.7%
Html 58.3% 58.3%
Trivia 91.7% 91.7%
Math 83.3% 83.3% ⭐
Reasoning 75.0% 75.0%
Medical 33.3% 33.3%
Linux 8.3% 8.3%
Writing 41.7% 41.7%

Average: 60.4% → 60.4% (+0.0%)

Math Retention: 100.0%

Comparison Graph

Quick Start

from transformers import AutoModelForCausalLM, AutoTokenizer

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

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 Math
Prune Mode Safe
Weight Reduction 1% weights pruned

License

This model inherits the license from the base model.

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