diff --git a/train.py b/train.py
new file mode 100644
index 0000000000000000000000000000000000000000..fdf3936a593eaf3ceecc042167694b57caec06d2
--- /dev/null
+++ b/train.py
@@ -0,0 +1,17 @@
+import torch
+from Configuration import Configuration
+from Linker import *
+from utils import read_csv_pgbar
+
+torch.cuda.empty_cache()
+batch_size = int(Configuration.modelTrainingConfig['batch_size'])
+nb_sentences = batch_size * 800
+epochs = int(Configuration.modelTrainingConfig['epoch'])
+
+file_path_axiom_links = 'Datasets/goldANDsilver_dataset_links.csv'
+df_axiom_links = read_csv_pgbar(file_path_axiom_links, nb_sentences)
+
+print("Linker")
+linker = Linker("models/flaubert_super_98_V2_50e.pt")
+print("\nLinker Training\n")
+linker.train_linker(df_axiom_links, validation_rate=0.1, epochs=epochs, batch_size=batch_size, checkpoint=False, tensorboard=True)
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