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[https://nvbugs/5800725][fix] Always construct AutoProcessor and assign it to self.text_processor; keep Mistra #14072

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[https://nvbugs/5800725][fix] Always construct AutoProcessor and assign it to self.text_processor; keep Mistra #14072

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11 changes: 6 additions & 5 deletions tensorrt_llm/_torch/models/modeling_mistral.py
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Original file line number Diff line number Diff line change
Expand Up @@ -371,19 +371,20 @@ def __init__(
use_fast=self.use_fast,
trust_remote_code=trust_remote_code)
self._model_path = model_path
auto_processor = AutoProcessor.from_pretrained(
model_path,
use_fast=self.use_fast,
trust_remote_code=trust_remote_code)
if model_type == "mistral_large_3":
# For mistral large 3, we add chat template in the model forward, and the
# MistralCommonImageProcessor is used to process the input when both text and images are provided.
# When the input only contains text, we use the text processor to process the input.
self._processor = MistralCommonImageProcessor(
tokenizer=self._tokenizer, dtype=self.dtype)
self.text_processor = self._processor
self.text_processor = auto_processor
else:
# For other mistral models, we use the AutoProcessor to process the input.
self._processor = AutoProcessor.from_pretrained(
model_path,
use_fast=self.use_fast,
trust_remote_code=trust_remote_code)
self._processor = auto_processor
self.text_processor = self._processor

@property
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