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Patrik Stano commited on
Commit ·
b761cf7
1
Parent(s): 38ca6ac
Update generation parameters
Browse files
app.py
CHANGED
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@@ -2,14 +2,18 @@ import gradio as gr
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from transformers import pipeline
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# Load the Hugging Face model
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# Replace 'your-username/your-model-name' with the actual path to your Hugging Face model
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model_path = "patrixtano/mt5-small-anaphora_czech_6e"
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model_pipeline = pipeline("text2text-generation", model=model_path)
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def predict(text_input):
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"""
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Generate a prediction for the given input text using the Hugging Face model.
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"""
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try:
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result = model_pipeline(text_input)
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# Extract and return the generated text
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from transformers import pipeline
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# Load the Hugging Face model
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model_path = "patrixtano/mt5-small-anaphora_czech_6e"
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model_pipeline = pipeline("text2text-generation", model=model_path)
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tokenizer = AutoTokenizer.from_pretrained("patrixtano/mt5-small-anaphora_czech_3e")
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def predict(text_input):
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"""
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Generate a prediction for the given input text using the Hugging Face model.
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"""
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input_length = len(tokenizer(input_text)["input_ids"])
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generation_parameters = {
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"min_length": input_length + 5, # Set your desired minimum length
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"max_length": input_length + 10 # Set your desired maximum length
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}
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try:
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result = model_pipeline(text_input)
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# Extract and return the generated text
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