Kevin Fink commited on
Commit
d8fe1af
·
1 Parent(s): 9451cdd

gradio fix

Browse files
Files changed (1) hide show
  1. app.py +2 -5
app.py CHANGED
@@ -3,7 +3,7 @@ from transformers import Trainer, TrainingArguments, AutoTokenizer, AutoModelFor
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  from datasets import load_dataset
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  import traceback
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- def fine_tune_model(model_name, dataset_name, hub_id, num_epochs, batch_size, lr, grad):
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  '''
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  try:
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@@ -72,10 +72,7 @@ try:
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  gr.inputs.Textbox(label="Model Name (e.g., 'google/t5-efficient-tiny-nh8')"),
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  gr.inputs.Textbox(label="Dataset Name (e.g., 'imdb')"),
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  gr.inputs.Textbox(label="HF hub to push to after training"),
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- gr.inputs.Slider(minimum=1, maximum=10, default=3, label="Number of Epochs"),
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- gr.inputs.Slider(minimum=1, maximum=16, default=4, label="Batch Size"),
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- gr.inputs.Slider(minimum=1, maximum=100, default=50, label="Learning Rate (e-5)"),
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- gr.inputs.Slider(minimum=1, maximum=100, default=1, label="Gradient accumulation (e-1)"),
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  ],
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  outputs="text",
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  title="Fine-Tune Hugging Face Model",
 
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  from datasets import load_dataset
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  import traceback
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+ def fine_tune_model(model_name, dataset_name, hub_id): #, num_epochs, batch_size, lr, grad):
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  '''
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  try:
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  gr.inputs.Textbox(label="Model Name (e.g., 'google/t5-efficient-tiny-nh8')"),
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  gr.inputs.Textbox(label="Dataset Name (e.g., 'imdb')"),
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  gr.inputs.Textbox(label="HF hub to push to after training"),
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+
 
 
 
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  ],
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  outputs="text",
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  title="Fine-Tune Hugging Face Model",