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Ilke Ileri
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Commit
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25839d0
1
Parent(s):
692ef6b
Add HF_TOKEN support for gated model access
Browse files
app.py
CHANGED
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@@ -8,23 +8,27 @@ import os
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app = Flask(__name__)
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CORS(app)
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# Model adları
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MODEL_NAME = "ilkeileri/gemma-sales-comprehensive"
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BASE_MODEL = "google/gemma-1.1-2b-it"
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print("Loading tokenizer...")
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tokenizer = AutoTokenizer.from_pretrained(BASE_MODEL, trust_remote_code=True)
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print("Loading base model...")
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base_model = AutoModelForCausalLM.from_pretrained(
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BASE_MODEL,
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dtype=torch.float16,
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low_cpu_mem_usage=True,
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trust_remote_code=True
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)
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print("Loading LoRA adapters...")
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model = PeftModel.from_pretrained(base_model, MODEL_NAME)
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model.eval()
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print("Model loaded successfully!")
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app = Flask(__name__)
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CORS(app)
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# Hugging Face token'ı environment variable'dan al
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HF_TOKEN = os.environ.get("HF_TOKEN")
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# Model adları
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MODEL_NAME = "ilkeileri/gemma-sales-comprehensive"
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BASE_MODEL = "google/gemma-1.1-2b-it"
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print("Loading tokenizer...")
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tokenizer = AutoTokenizer.from_pretrained(BASE_MODEL, trust_remote_code=True, token=HF_TOKEN)
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print("Loading base model...")
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base_model = AutoModelForCausalLM.from_pretrained(
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BASE_MODEL,
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dtype=torch.float16,
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low_cpu_mem_usage=True,
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trust_remote_code=True,
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token=HF_TOKEN
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)
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print("Loading LoRA adapters...")
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model = PeftModel.from_pretrained(base_model, MODEL_NAME, token=HF_TOKEN)
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model.eval()
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print("Model loaded successfully!")
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