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Runtime error
Runtime error
Fix ZeroGPU: preload CUDA runtime libs before llama_cpp import
Browse files- app.py +36 -0
- requirements.txt +2 -0
app.py
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@@ -1,6 +1,42 @@
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import os
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import re
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import gradio as gr
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import spaces
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from huggingface_hub import hf_hub_download
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import os
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import re
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# --- Preload CUDA runtime libs before importing llama_cpp ---
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# The cu124 llama-cpp-python wheel's libllama.so needs libcudart.so.12 /
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# libcublas at import time. On ZeroGPU those aren't on the default loader
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# path, so we dlopen the pip-provided nvidia libs (cudart first) globally.
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import ctypes
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import glob
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import site
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def _preload_cuda():
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bases = set(site.getsitepackages())
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try:
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bases.add(site.getusersitepackages())
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except Exception:
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pass
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libs = []
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for base in bases:
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libs += glob.glob(os.path.join(base, "nvidia", "*", "lib", "*.so*"))
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# cudart must load before cublas (cublas depends on it)
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priority = {"cuda_runtime": 0, "cublas": 1}
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def _key(p):
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for name, rank in priority.items():
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if name in p:
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return rank
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return 2
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for so in sorted(set(libs), key=_key):
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try:
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ctypes.CDLL(so, mode=ctypes.RTLD_GLOBAL)
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except OSError:
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pass
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_preload_cuda()
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import gradio as gr
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import spaces
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from huggingface_hub import hf_hub_download
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requirements.txt
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@@ -1,4 +1,6 @@
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--extra-index-url https://abetlen.github.io/llama-cpp-python/whl/cu124
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llama-cpp-python==0.3.23
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huggingface_hub>=0.25
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spaces
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--extra-index-url https://abetlen.github.io/llama-cpp-python/whl/cu124
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llama-cpp-python==0.3.23
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nvidia-cuda-runtime-cu12==12.4.127
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nvidia-cublas-cu12==12.4.5.8
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huggingface_hub>=0.25
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spaces
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