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1 change: 1 addition & 0 deletions notebooks/grammar-correction/grammar-correction.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -981,6 +981,7 @@
" quantized_model_path,\n",
" device.value,\n",
" calibration_dataset_size=CALIBRATION_DATASET_SIZE,\n",
" additional_args=additional_args\n",
" )"
]
},
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4 changes: 3 additions & 1 deletion notebooks/grammar-correction/utils.py
Original file line number Diff line number Diff line change
Expand Up @@ -87,6 +87,7 @@ def get_quantized_pipeline(
quantized_model_path: Path,
device: str,
calibration_dataset_size=CALIBRATION_DATASET_SIZE,
additional_args=None,
):
# Get quantized OV model
quantized_model = quantize(grammar_corrector_pipe, core, quantized_model_path, calibration_dataset_size)
Expand All @@ -96,7 +97,8 @@ def get_quantized_pipeline(
grammar_corrector_model_int8.decoder.model = quantized_model
grammar_corrector_model_int8.decoder.request = None
grammar_corrector_model_int8.decoder._compile()
grammar_corrector_pipe_int8 = pipeline("text2text-generation", model=grammar_corrector_model_int8, tokenizer=grammar_corrector_tokenizer)
additional_args = additional_args or {}
grammar_corrector_pipe_int8 = pipeline("text2text-generation", model=grammar_corrector_model_int8, tokenizer=grammar_corrector_tokenizer, **additional_args)

return grammar_corrector_pipe_int8

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