LFM2.5-1.2B-Base-html-aggressive

🎯 HTML-optimized | 📦 Aggressive pruning | ⚡ 25% weights pruned

This model is a aggressively pruned version of LiquidAI/LFM2.5-1.2B-Base.

Performance Comparison

Category	Original	Pruned	Change
Python	0.0%	0.0%	→
Html	16.7%	41.7% ⭐	↑ 25.0%
Trivia	91.7%	75.0%	↓ 16.7%
Math	75.0%	58.3%	↓ 16.7%
Reasoning	41.7%	50.0%	↑ 8.3%
Medical	66.7%	50.0%	↓ 16.7%
Linux	16.7%	8.3%	↓ 8.3%
Writing	33.3%	58.3%	↑ 25.0%

Average: 42.7% → 42.7% (+0.0%)

Html Retention: 250.0%

Quick Start

from transformers import AutoModelForCausalLM, AutoTokenizer

model = AutoModelForCausalLM.from_pretrained("CompactAI/LFM2.5-1.2B-Base-html-aggressive")
tokenizer = AutoTokenizer.from_pretrained("CompactAI/LFM2.5-1.2B-Base-html-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	LiquidAI/LFM2.5-1.2B-Base
Specialization	Html
Prune Mode	Aggressive
Weight Reduction	25% weights pruned

License

This model inherits the license from the base model.