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

🎯 HTML-optimized | 📦 Aggressive pruning | ⚡ 1% weights pruned

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

Performance Comparison

Category	Original	Pruned	Change
Python	0.0%	0.0%	→
Html	0.0%	0.0% ⭐	→
Trivia	16.7%	16.7%	→
Math	0.0%	0.0%	→
Reasoning	16.7%	16.7%	→
Medical	0.0%	0.0%	→
Linux	0.0%	0.0%	→
Writing	16.7%	16.7%	→

Average: 6.2% → 6.2% (+0.0%)

Quick Start

from transformers import AutoModelForCausalLM, AutoTokenizer

model = AutoModelForCausalLM.from_pretrained("CompactAI/LFM2.5-1.2B-Thinking-html-aggressive")
tokenizer = AutoTokenizer.from_pretrained("CompactAI/LFM2.5-1.2B-Thinking-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-Thinking
Specialization	Html
Prune Mode	Aggressive
Weight Reduction	1% weights pruned

License

This model inherits the license from the base model.