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@@ -2,9 +2,17 @@ FROM python:3.10-slim
 
 WORKDIR /app
 
+# Önbellek dizini oluştur
+RUN mkdir -p /app/cache && chmod -R 777 /app/cache
+
+# Sistem bağımlılıkları
 RUN apt-get update && apt-get install -y --no-install-recommends gcc && \
     apt-get clean && rm -rf /var/lib/apt/lists/*
 
+# Ortam değişkenleri
+ENV TRANSFORMERS_CACHE=/app/cache
+ENV HF_HOME=/app/cache
+
 COPY requirements.txt .
 RUN pip install --no-cache-dir -r requirements.txt
 

app.py

@@ -1,3 +1,4 @@
+from functools import lru_cache  # Bu satır eklendi
 import os
 from flask import Flask, request, jsonify, render_template
 from transformers import AutoTokenizer, AutoModelForCausalLM
@@ -9,6 +10,10 @@ app = Flask(__name__)
 logging.basicConfig(level=logging.INFO)
 logger = logging.getLogger(__name__)
 
+# Önbellek dizini ayarı
+os.environ['TRANSFORMERS_CACHE'] = '/app/cache'
+os.makedirs('/app/cache', exist_ok=True)
+
 # Daha küçük Türkçe model
 MODEL_NAME = "savasy/turkish-gpt2"
 
@@ -31,7 +36,7 @@ def load_model():
 
 @app.route('/')
 def home():
-    return render_template('templates/index.html')
+    return render_template('index.html')
 
 @app.route('/generate', methods=['POST'])
 def generate():

requirements.txt

@@ -1,5 +1,5 @@
 flask==2.0.3
-werkzeug==2.0.3  # Flask 2.0.x ile uyumlu sürüm
+werkzeug==2.0.3
 transformers==4.30.2
 torch==1.13.1 --extra-index-url https://download.pytorch.org/whl/cpu
 sentencepiece==0.1.99