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Kevin Fink
commited on
Commit
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d8fe1af
1
Parent(s):
9451cdd
gradio fix
Browse files
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
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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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-
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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",
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