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README.md

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 # CI-FM: Cellular Interaction Foundation Model
 
 ## Overview
-This is the PyTorch implementation of the CI-FM model -- an AI model that can simulate the living activities within a tissue (AI virtual tissue).
+This is the PyTorch implementation of the CI-FM model -- an AI model that can simulate the activities within a living tissue (AI virtual tissue).
 The current version of CI-FM has 138M parameters and is trained on around 23M cells of spatial genomics. The signature functions of CI-FM are:
 - **Embedding** of celllular microenvironments via ```embeddings = model.embed(adata)``` (Figure below panel D top);
 - **Inference** of cellular gene expressions within a certain microenvironment via ```expressions = model.predict_cells_at_locations(adata, target_locs)``` (Figure below panel D bottom).