Removed use of varaible "init_model_required" to init model.
Browse filesPreviously used a variable "init_model_required" that makes sure the model is loaded and init only once. Was getting an error " local variable 'init_model_required' referenced before assignment". So removed the use of the variable.
app.py
CHANGED
@@ -1,6 +1,6 @@
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from transformers import Blip2ForConditionalGeneration
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from transformers import Blip2Processor
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from peft import PeftModel
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import streamlit as st
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from PIL import Image
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import torch
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@@ -9,22 +9,22 @@ preprocess_ckp = "Salesforce/blip2-opt-2.7b" #Checkpoint path used for perproces
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base_model_ckp = "/model/blip2-opt-2.7b-fp16-sharded" #Base model checkpoint path
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peft_model_ckp = "/model/blip2_peft" #PEFT model checkpoint path
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init_model_required = True
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processor = None
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model = None
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def init_model():
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if init_model_required:
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init_model_required = False
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from transformers import Blip2ForConditionalGeneration
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from transformers import Blip2Processor
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from peft import PeftModel
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import streamlit as st
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from PIL import Image
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import torch
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base_model_ckp = "/model/blip2-opt-2.7b-fp16-sharded" #Base model checkpoint path
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peft_model_ckp = "/model/blip2_peft" #PEFT model checkpoint path
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#init_model_required = True
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processor = None
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model = None
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def init_model():
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#if init_model_required:
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#Preprocess input
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processor = Blip2Processor.from_pretrained(preprocess_ckp)
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#Model
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model = Blip2ForConditionalGeneration.from_pretrained(base_model_ckp, load_in_8bit = True, device_map = "auto")
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model = PeftModel.from_pretrained(model, peft_model_ckp)
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#init_model_required = False
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