Update app.py
Browse files
app.py
CHANGED
@@ -82,8 +82,8 @@ def fine_tune_model(base_model_name, dataset_name):
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training_args = Seq2SeqTrainingArguments(
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output_dir=f"./{FT_MODEL_NAME}",
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num_train_epochs=3, # 37,500 steps
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max_steps=
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push_to_hub=True, # only pushes model, also need to push tokenizer (see below)
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# TODO https://huggingface.co/docs/transformers/main_classes/trainer#transformers.Seq2SeqTrainingArguments
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)
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@@ -105,8 +105,9 @@ def fine_tune_model(base_model_name, dataset_name):
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trainer.train()
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# Push tokenizer to HF
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tokenizer.push_to_hub(FT_MODEL_NAME)
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def prompt_model(model_name, system_prompt, user_prompt, sql_context):
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training_args = Seq2SeqTrainingArguments(
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output_dir=f"./{FT_MODEL_NAME}",
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num_train_epochs=3, # 37,500 steps
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max_steps=2, # overwrites num_train_epochs
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#push_to_hub=True, # only pushes model, also need to push tokenizer (see below)
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# TODO https://huggingface.co/docs/transformers/main_classes/trainer#transformers.Seq2SeqTrainingArguments
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)
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trainer.train()
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# Push model and tokenizer to HF
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model.push_to_hub(FT_MODEL_NAME)
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tokenizer.push_to_hub(FT_MODEL_NAME)
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def prompt_model(model_name, system_prompt, user_prompt, sql_context):
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