Waheeb2001 commited on
Commit
8b98824
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1 Parent(s): 39d3087

Update main.py

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  1. main.py +13 -0
main.py CHANGED
@@ -1,7 +1,20 @@
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  from ctransformers import AutoModelForCausalLM
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  from fastapi import FastAPI, Form
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  from pydantic import BaseModel
 
 
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  #Model loading
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  llm = AutoModelForCausalLM.from_pretrained("zephyr-7b-beta.Q4_K_S.gguf",
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  model_type='mistral',
 
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  from ctransformers import AutoModelForCausalLM
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  from fastapi import FastAPI, Form
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  from pydantic import BaseModel
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+ import logging
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+ logging.basicConfig(level=logging.INFO)
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+ try:
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+ llm = AutoModelForCausalLM.from_pretrained(
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+ "zephyr-7b-beta.Q4_K_S.gguf",
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+ model_type="mistral",
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+ max_new_tokens=1096,
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+ threads=3
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+ )
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+ logging.info("Model loaded successfully")
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+ except Exception as e:
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+ logging.error(f"Model failed to load: {e}")
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+ raise e
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  #Model loading
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  llm = AutoModelForCausalLM.from_pretrained("zephyr-7b-beta.Q4_K_S.gguf",
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  model_type='mistral',