MienOlle commited on
Commit
fe61092
·
1 Parent(s): 95f8ea9

Pretrained cache directory

Browse files
Files changed (1) hide show
  1. main.py +3 -2
main.py CHANGED
@@ -7,14 +7,15 @@ import os
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  app = FastAPI()
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  os.environ["HF_HOME"] = "/tmp/huggingface"
 
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  os.makedirs(os.environ["HF_HOME"], exist_ok=True)
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  model_path = hf_hub_download(repo_id="MienOlle/sentiment_analysis_api",
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  filename="sentimentAnalysis.pth",
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  cache_dir=os.environ["HF_HOME"]
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  )
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- modelToken = token.from_pretrained("mdhugol/indonesia-bert-sentiment-classification")
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- model = modelSC.from_pretrained("mdhugol/indonesia-bert-sentiment-classification", num_labels=3)
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  device = "cuda" if torch.cuda.is_available() else "cpu"
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  model.load_state_dict(torch.load(model_path, map_location=torch.device(device)))
 
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  app = FastAPI()
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  os.environ["HF_HOME"] = "/tmp/huggingface"
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+ os.environ["TRANSFORMERS_CACHE"] = "/tmp/huggingface"
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  os.makedirs(os.environ["HF_HOME"], exist_ok=True)
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  model_path = hf_hub_download(repo_id="MienOlle/sentiment_analysis_api",
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  filename="sentimentAnalysis.pth",
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  cache_dir=os.environ["HF_HOME"]
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  )
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+ modelToken = token.from_pretrained("mdhugol/indonesia-bert-sentiment-classification", cache_dir=os.environ["TRANSFORMERS_CACHE"])
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+ model = modelSC.from_pretrained("mdhugol/indonesia-bert-sentiment-classification", num_labels=3, cache_dir=os.environ["TRANSFORMERS_CACHE"])
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  device = "cuda" if torch.cuda.is_available() else "cpu"
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  model.load_state_dict(torch.load(model_path, map_location=torch.device(device)))