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Various version of this PR are for testing streaming implementations of the HuggingFace model parsers
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Rossdan Craig rossdan@lastmileai.dev
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Jan 10, 2024
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from aiconfig_extension_hugging_face import ( | ||
HuggingFaceAutomaticSpeechRecognitionTransformer, # Haven't tested yet | ||
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HuggingFaceImage2TextTransformer, # Tested, model doesn't support streaming | ||
HuggingFaceTextSummarizationTransformer, # Tested | ||
HuggingFaceText2ImageDiffusor, # Tested, model doesn't support streaming | ||
HuggingFaceText2SpeechTransformer, # Tested, model doesn't support streaming | ||
HuggingFaceTextGenerationTransformer, # Tested | ||
HuggingFaceTextTranslationTransformer, # Tested | ||
) | ||
from aiconfig import (AIConfigRuntime, ModelParserRegistry) | ||
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def register_model_parsers() -> None: | ||
"""Register model parsers for HuggingFace models. | ||
""" | ||
# Audio --> Text | ||
# AIConfigRuntime.register_model_parser(HuggingFaceAutomaticSpeechRecognitionTransformer(), "AutomaticSpeechRecognition") | ||
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# # Image --> Text | ||
# AIConfigRuntime.register_model_parser(HuggingFaceImage2TextTransformer(), "Image2Text") | ||
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# # Text --> Image | ||
# AIConfigRuntime.register_model_parser(HuggingFaceText2ImageDiffusor(), "Text2Image") | ||
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# # Text --> Audio | ||
# AIConfigRuntime.register_model_parser(HuggingFaceText2SpeechTransformer(), "Text2Speech") | ||
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# # Text --> Text | ||
# AIConfigRuntime.register_model_parser(HuggingFaceTextGenerationTransformer(), "TextGeneration") | ||
# AIConfigRuntime.register_model_parser(HuggingFaceTextSummarizationTransformer(), "TextSummarization") | ||
# ModelParserRegistry.register_model_parser(HuggingFaceText2SpeechTransformer()) | ||
# ModelParserRegistry.register_model_parser(HuggingFaceTextGenerationTransformer()) | ||
ModelParserRegistry.register_model_parser(HuggingFaceImage2TextTransformer()) | ||
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# ModelParserRegistry.register_model_parser(HuggingFaceAutomaticSpeechRecognitionTransformer()) | ||
# ModelParserRegistry.register_model_parser(HuggingFaceTextSummarizationTransformer()) | ||
# ModelParserRegistry.register_model_parser(HuggingFaceText2ImageDiffusor()) | ||
# ModelParserRegistry.register_model_parser(HuggingFaceTextTranslationTransformer()) | ||
# AIConfigRuntime.register_model_parser(HuggingFaceTextTranslationTransformer(), "TextTranslation") |
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