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Update app.py
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app.py
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@@ -1,3 +1,4 @@
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import spaces
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from transformers import pipeline, AutoModelForCausalLM, AutoTokenizer
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import gradio as gr
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@@ -5,6 +6,11 @@ import torch
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import logging
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import sys
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from accelerate import infer_auto_device_map, init_empty_weights
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# Configure logging
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logging.basicConfig(
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@@ -13,6 +19,20 @@ logging.basicConfig(
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logger = logging.getLogger(__name__)
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# Define the model name
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model_name = "meta-llama/Llama-2-7b-hf"
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logger.info("Loading tokenizer...")
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tokenizer = AutoTokenizer.from_pretrained(
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model_name,
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trust_remote_code=True
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use_auth_token=True
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)
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logger.info("Tokenizer loaded successfully")
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@@ -43,7 +62,6 @@ try:
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model_name,
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torch_dtype=torch.float16 if device == "cuda" else torch.float32,
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trust_remote_code=True,
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use_auth_token=True,
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load_in_8bit=True,
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device_map="auto"
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)
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import os
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import spaces
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from transformers import pipeline, AutoModelForCausalLM, AutoTokenizer
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import gradio as gr
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import logging
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import sys
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from accelerate import infer_auto_device_map, init_empty_weights
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from huggingface_hub import login
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from dotenv import load_dotenv
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# Load environment variables
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load_dotenv()
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# Configure logging
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logging.basicConfig(
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logger = logging.getLogger(__name__)
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# Get HuggingFace token from environment variable
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hf_token = os.getenv('HUGGINGFACE_TOKEN')
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if not hf_token:
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logger.error("HUGGINGFACE_TOKEN environment variable not found")
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raise ValueError("Please set the HUGGINGFACE_TOKEN environment variable")
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# Login to Hugging Face
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try:
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login(token=hf_token)
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logger.info("Successfully logged in to Hugging Face")
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except Exception as e:
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logger.error(f"Failed to login to Hugging Face: {str(e)}")
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raise
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# Define the model name
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model_name = "meta-llama/Llama-2-7b-hf"
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logger.info("Loading tokenizer...")
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tokenizer = AutoTokenizer.from_pretrained(
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model_name,
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trust_remote_code=True
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)
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logger.info("Tokenizer loaded successfully")
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model_name,
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torch_dtype=torch.float16 if device == "cuda" else torch.float32,
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trust_remote_code=True,
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load_in_8bit=True,
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device_map="auto"
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)
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