Create Dockerfile_new

Dockerfile_new

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+FROM python:3.11
+
+COPY . .
+
+COPY requirements.txt .
+
+ENV GIT_AUTHOR_NAME="sob111"
+ENV GIT_AUTHOR_EMAIL="[email protected]"
+ENV GIT_COMMITTER_NAME="sob111"
+ENV GIT_COMMITTER_EMAIL="[email protected]"
+
+RUN mkdir /home/user/TTS
+RUN mkdir /tmp/output_model
+
+RUN git clone --branch v0.22.0 https://github.com/coqui-ai/TTS.git /home/user/TTS \
+    && cd /home/user/TTS \
+    && git submodule update --init --recursive \
+    && pip install --upgrade pip \
+    && pip install --no-cache-dir -e .
+
+# Instalar dependencias básicas
+RUN apt-get update && apt-get install -y \
+    git wget ffmpeg libsndfile1 unzip build-essential \
+    && mkdir -p /home/user/.cache/huggingface \
+    && chmod -R 777 /home/user/.cache \
+    && pip install --upgrade pip \
+    && pip install --no-cache-dir -r requirements.txt \
+    && rm -rf /var/lib/apt/lists/*
+
+# Configurar Hugging Face cache y variables de entorno
+
+ENV HOME="/home/user"
+ENV HF_HOME=/tmp/hf_cache
+ENV HF_HOME="/home/user/.cache/huggingface"
+ENV TRANSFORMERS_CACHE=/tmp/hf_cache
+ENV HF_HUB_CACHE=/tmp/hf_cache
+ENV OMP_NUM_THREADS=1
+ENV NUMBA_CACHE_DIR=/tmp/numba_cache
+ENV NUMBA_DISABLE_CACHING=1
+
+# Crear carpetas necesarias
+RUN mkdir -p /home/user/app /tmp/output_model ${HF_HOME}
+RUN mkdir -p /home/user/app/xtts_model /home/user/app/output
+RUN mkdir -p /home/user/app/xtts_model /home/user/app/output /tmp/huggingface \
+    && chmod -R 777 /home/user/app/xtts_model /home/user/app/output /tmp/huggingface
+WORKDIR /home/user/app
+
+# Instalar Coqui TTS desde GitHub (incluyendo binarios de entrenamiento)
+RUN git clone --branch v0.22.0 https://github.com/coqui-ai/TTS.git /home/user/TTS \
+    && cd /home/user/TTS \
+    && git submodule update --init --recursive \
+    && pip install --upgrade pip \
+    && pip install --no-cache-dir -e .
+
+# Copiar requirements adicionales
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+RUN pip show TTS
+
+CMD ["python", "finetune_xtts_hf.py"]
+#CMD ["python", "app.py"]