base_model, tags, license, language

base_model	tags	license	language
unsloth/Qwen3-8B-unsloth-bnb-4bit	text-generation-inference transformers unsloth qwen3	apache-2.0	en

!pip install git+https://github.com/Fede-stack/TONYpy.git

from TONY.COGNITIVE import CognitivePredictor, CognitivePredictor_mlx

text = 'I keep thinking about how I messed up in college. I should have studied harder and done more with my life.'
cogn = CognitivePredictor(model_name='FritzStack/COGN-QWEN8B-4bit')
cogn.predict_cognitive_features(text)
# Output:
# Attention Bias: Negative
# Interpretation Bias: Negative
# Memory Bias: Negative
# Rumination: Brooding