dev

app.py

@@ -151,7 +151,7 @@ def fine_tune_model(model, dataset_name, hub_id, api_key, num_epochs, batch_size
                 print(dataset)
                 print(dataset.keys())
                 #tokenized_second_half = tokenize_function(third_third)
-                tokenized_second_half = dataset.map(tokenize_function)
+                tokenized_second_half = dataset.map(tokenize_function, batched=True)
                 dataset['train'] = concatenate_datasets([saved_dataset['train'], tokenized_second_half['train']])
                 dataset['train'].save_to_disk(f'/data/{hub_id.strip()}_train_dataset3')
                 return 'THIRD THIRD LOADED'