Update app.py
Browse files
app.py
CHANGED
@@ -6,6 +6,7 @@ import torch
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import optimum
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from transformers import (AutoModelForCausalLM, AutoTokenizer, LlamaForCausalLM, LlamaTokenizer, GenerationConfig, pipeline,)
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from fastapi.middleware.cors import CORSMiddleware
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os.environ['PYTORCH_CUDA_ALLOC_CONF'] = 'expandable_segments:True'
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torch.cuda.empty_cache()
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@@ -14,6 +15,10 @@ torch.cuda.set_per_process_memory_fraction(0.8) # Adjust the fraction as needed
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app = FastAPI(title="Deploying FastAPI Apps on Huggingface")
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app.add_middleware(CORSMiddleware, allow_origins=['*'], allow_methods=['*'], allow_headers=['*'],)
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# Load the model and tokenizer
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model_name_or_path = "TheBloke/Wizard-Vicuna-7B-Uncensored-GPTQ"
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import optimum
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from transformers import (AutoModelForCausalLM, AutoTokenizer, LlamaForCausalLM, LlamaTokenizer, GenerationConfig, pipeline,)
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from fastapi.middleware.cors import CORSMiddleware
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from pyngrok import ngrok
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os.environ['PYTORCH_CUDA_ALLOC_CONF'] = 'expandable_segments:True'
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torch.cuda.empty_cache()
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app = FastAPI(title="Deploying FastAPI Apps on Huggingface")
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app.add_middleware(CORSMiddleware, allow_origins=['*'], allow_methods=['*'], allow_headers=['*'],)
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ngrok.set_auth_token("Your token here")
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ngrok.kill()
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ngrok_tunnel = ngrok.connect(7860)
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print(ngrok_tunnel.public_url)
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# Load the model and tokenizer
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model_name_or_path = "TheBloke/Wizard-Vicuna-7B-Uncensored-GPTQ"
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