ai-suite-rocm-local/services/xtts_webui.py

39 lines
1.7 KiB
Python

from core.stack import Stack
class XttsWebui(Stack):
def __init__(self):
super().__init__(
'XTTS WebUI',
'xtts_webui',
5001,
'https://github.com/daswer123/xtts-webui'
)
def install(self):
# Install the webui
self.git_clone(url=self.url, dest="webui")
self.remove_line_in_file("torch", "webui/requirements.txt")
self.install_requirements("webui/requirements.txt")
# sed -i 's/device = "cuda" if torch.cuda.is_available() else "cpu"/device = "cpu"/' webui/scripts/utils/formatter.py
# sed -i 's/asr_model = WhisperModel(whisper_model, device=device, compute_type="float16")/asr_model = WhisperModel(whisper_model, device=device, compute_type="int8")/' webui/scripts/utils/formatter.py
# Disable gpu for faster-whipser as ROCM isn't supported yet
self.replace_line_in_file("device = \"cuda\" if torch.cuda.is_available() else \"cpu\"", "device = \"cpu\"",
"webui/scripts/utils/formatter.py")
self.replace_line_in_file("asr_model = WhisperModel(whisper_model, device=device, compute_type=\"float16\")",
"asr_model = WhisperModel(whisper_model, device=device, compute_type=\"int8\")",
"webui/scripts/utils/formatter.py")
# Deepspeed and ninja (not working yet)
# self.pip_install(["ninja", "deepspeed"])
super().install()
def _launch(self):
args = ["--host", "0.0.0.0", "--port", str(self.port)]
self.python(f"server.py {' '.join(args)}", current_dir="webui",
env=["TORCH_BLAS_PREFER_HIPBLASLT=0"], daemon=True)