Upload LC50 AttentiveFP model

README.md

@@ -16,7 +16,7 @@ pipeline_tag: tabular-regression
 
 ## Model Description
 
-This is an AttentiveFP (Attention-based Fingerprint) Graph Neural Network model trained for LC50 regression from the Pyrosage project. The model predicts molecular properties directly from SMILES strings using graph neural networks.
+This is an AttentiveFP (Attention-based Fingerprint) Graph Neural Network model trained to predict aquatic toxicity (log LC50). This property predicts the lethal concentration for 50% of aquatic organisms (fish, daphnia), crucial for ecological risk assessment. The model takes SMILES strings as input and uses graph neural networks to predict molecular properties directly from the molecular structure.
 
 ## Model Details