rabiyulfahim commited on
Commit
35ff1c7
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1 Parent(s): d0ad78e

Update app.py

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Files changed (1) hide show
  1. app.py +9 -4
app.py CHANGED
@@ -1,13 +1,18 @@
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  from fastapi import FastAPI
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  from transformers import AutoTokenizer, AutoModelForCausalLM
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  import torch
 
 
 
 
 
 
 
 
 
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  app = FastAPI(title="QA GPT2 API", description="Serving HuggingFace model with FastAPI")
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- # Load model once on startup
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- model_id = "rabiyulfahim/qa_python_gpt2" # 👈 replace with your HF repo
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- tokenizer = AutoTokenizer.from_pretrained(model_id)
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- model = AutoModelForCausalLM.from_pretrained(model_id)
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  @app.get("/")
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  def home():
 
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  from fastapi import FastAPI
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  from transformers import AutoTokenizer, AutoModelForCausalLM
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  import torch
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+ import os
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+
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+
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+ os.environ["TRANSFORMERS_CACHE"] = "/app/cache"
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+
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+ model_id = "rabiyulfahim/qa_python_gpt2"
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+
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+ tokenizer = AutoTokenizer.from_pretrained(model_id, cache_dir="/app/cache")
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+ model = AutoModelForCausalLM.from_pretrained(model_id, cache_dir="/app/cache")
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  app = FastAPI(title="QA GPT2 API", description="Serving HuggingFace model with FastAPI")
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  @app.get("/")
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  def home():