Spaces:
Build error
Build error
update for cpu
Browse files- Dockerfile +26 -7
- tts_ui/tts/auralis_tts_engine.py +7 -0
Dockerfile
CHANGED
@@ -2,7 +2,7 @@ FROM pytorch/pytorch:2.2.2-cuda12.1-cudnn8-devel
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WORKDIR /app
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#
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RUN apt-get update && apt-get install -y \
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libportaudio2 \
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libportaudiocpp0 \
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@@ -10,22 +10,41 @@ RUN apt-get update && apt-get install -y \
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libasound-dev \
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libsndfile1-dev \
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kmod \
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build-essential \
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&& rm -rf /var/lib/apt/lists/*
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# Update pip first
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RUN pip install --upgrade pip setuptools wheel
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# Install base requirements first
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RUN pip install numpy==1.26.4
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# Install
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RUN
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--
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COPY . .
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RUN pip install -r requirements.txt
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EXPOSE 7860
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CMD ["python", "app.py"]
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WORKDIR /app
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# Common system dependencies
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RUN apt-get update && apt-get install -y \
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libportaudio2 \
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libportaudiocpp0 \
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libasound-dev \
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libsndfile1-dev \
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kmod \
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&& rm -rf /var/lib/apt/lists/*
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# Conditional CUDA configuration for AMD64 only
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ARG TARGETARCH
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RUN if [ "$TARGETARCH" = "amd64" ]; then \
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apt-get update && apt-get install -y \
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ocl-icd-opencl-dev \
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libopenblas-dev \
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&& rm -rf /var/lib/apt/lists/*; \
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fi
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# Mac-specific audio fixes
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RUN if [ "$TARGETARCH" = "arm64" ]; then \
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apt-get update && apt-get install -y \
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libomp5 \
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libopenblas0-pthread \
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&& rm -rf /var/lib/apt/lists/*; \
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fi
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# Update pip first
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RUN pip install --upgrade pip setuptools wheel
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# Install base requirements first
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RUN pip install numpy==1.26.4
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# Install appropriate PyTorch and TorchAudio versions
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RUN if [ "$TARGETARCH" = "amd64" ]; then \
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pip install torchaudio==2.2.2 --index-url https://download.pytorch.org/whl/cu121; \
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else \
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pip install torchaudio==2.2.2 --index-url https://download.pytorch.org/whl/cpu; \
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fi
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# Install remaining requirements
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COPY . .
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RUN pip install --no-cache-dir -r requirements.txt
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EXPOSE 7860
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CMD ["python", "app.py"]
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tts_ui/tts/auralis_tts_engine.py
CHANGED
@@ -14,6 +14,7 @@ import hashlib
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import torchaudio
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import time
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from pathlib import Path
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# Loading the TTS engine first and assign it to the class.
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# This looks ugly, but it works
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@@ -24,6 +25,11 @@ model_path = "AstraMindAI/xttsv2" # change this if you have a different model
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gpt_model = "AstraMindAI/xtts2-gpt"
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try:
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tts: TTS = tts.from_pretrained(
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model_name_or_path=model_path,
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gpt_model=gpt_model,
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@@ -31,6 +37,7 @@ try:
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max_seq_len_to_capture=4096, # Match WSL2 page size
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scheduler_max_concurrency=4,
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)
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logger.info(f"Successfully loaded model {model_path}")
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except Exception as e:
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error_msg = f"Failed to load model: {e}."
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import torchaudio
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import time
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from pathlib import Path
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import os
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# Loading the TTS engine first and assign it to the class.
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# This looks ugly, but it works
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gpt_model = "AstraMindAI/xtts2-gpt"
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try:
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cpu_only = torch.cuda.is_available()
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if cpu_only:
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os.environ["VLLM_NO_GPU"] = "1"
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os.environ["TRITON_CPU_ONLY"] = "1"
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tts: TTS = tts.from_pretrained(
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model_name_or_path=model_path,
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gpt_model=gpt_model,
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max_seq_len_to_capture=4096, # Match WSL2 page size
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scheduler_max_concurrency=4,
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)
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logger.info(f"Successfully loaded model {model_path}")
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except Exception as e:
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error_msg = f"Failed to load model: {e}."
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