Kevin Fink
commited on
Commit
·
e643487
1
Parent(s):
506a330
dev
Browse files
app.py
CHANGED
@@ -23,7 +23,7 @@ model = AutoModelForSeq2SeqLM.from_pretrained('google/t5-efficient-tiny', num_la
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model = get_peft_model(model, lora_config)
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model.gradient_checkpointing_enable()
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-
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def fine_tune_model(model, dataset_name, hub_id, api_key, num_epochs, batch_size, lr, grad):
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try:
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def compute_metrics(eval_pred):
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@@ -141,6 +141,7 @@ def predict(text):
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return predictions.item()
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'''
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def run_train(dataset_name, hub_id, api_key, num_epochs, batch_size, lr, grad):
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result = fine_tune_model(model, dataset_name, hub_id, api_key, num_epochs, batch_size, lr, grad)
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return result
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model = get_peft_model(model, lora_config)
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model.gradient_checkpointing_enable()
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+
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def fine_tune_model(model, dataset_name, hub_id, api_key, num_epochs, batch_size, lr, grad):
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try:
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def compute_metrics(eval_pred):
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return predictions.item()
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'''
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+
@spaces.GPU(duration=120)
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def run_train(dataset_name, hub_id, api_key, num_epochs, batch_size, lr, grad):
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result = fine_tune_model(model, dataset_name, hub_id, api_key, num_epochs, batch_size, lr, grad)
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return result
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