SRDdev commited on
Commit
d3f1dad
·
1 Parent(s): dd33bd5

Update app.py

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Files changed (1) hide show
  1. app.py +4 -3
app.py CHANGED
@@ -4,10 +4,11 @@ import gradio as gr
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  from transformers import AutoTokenizer, ViTFeatureExtractor, VisionEncoderDecoderModel
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- device = 'cpu'
 
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  encoder_checkpoint = 'google/vit-base-patch16-224'
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- decoder_checkpoint = 'surajp/gpt2-hindi'
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- model_checkpoint = 'team-indain-image-caption/hindi-image-captioning'
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  feature_extractor = ViTFeatureExtractor.from_pretrained(encoder_checkpoint)
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  tokenizer = AutoTokenizer.from_pretrained(decoder_checkpoint)
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  model = VisionEncoderDecoderModel.from_pretrained(model_checkpoint).to(device)
 
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  from transformers import AutoTokenizer, ViTFeatureExtractor, VisionEncoderDecoderModel
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+ device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
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+ model.to(device)
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  encoder_checkpoint = 'google/vit-base-patch16-224'
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+ decoder_checkpoint = 'sachin/vit2distilgpt2'
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+ model_checkpoint = 'nlpconnect/vit-gpt2-image-captioning'
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  feature_extractor = ViTFeatureExtractor.from_pretrained(encoder_checkpoint)
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  tokenizer = AutoTokenizer.from_pretrained(decoder_checkpoint)
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  model = VisionEncoderDecoderModel.from_pretrained(model_checkpoint).to(device)