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Running on Zero
Running on Zero
| set -e | |
| # Make pip downloads more resilient: the large CUDA/torch wheels (hundreds of MB) | |
| # occasionally get cut off mid-stream on the build network (IncompleteRead), | |
| # which fails the whole startup. Retry harder and allow a longer read timeout. | |
| export PIP_DEFAULT_TIMEOUT=120 | |
| export PIP_RETRIES=10 | |
| # --- Build prerequisites ----------------------------------------------------- | |
| # setuptools 82 (released 2026-02-08) removed the legacy `pkg_resources` module, | |
| # which breaks the source builds of mmcv / mmgen (their setup.py still imports | |
| # it). Keep a pre-82 setuptools, plus the tools needed to build native exts. | |
| pip install "setuptools<82" wheel ninja | |
| # Install torch first. ZeroGPU now runs on NVIDIA RTX PRO 6000 Blackwell | |
| # (compute capability sm_120), which is ONLY supported by CUDA 12.8+ builds of | |
| # PyTorch -- the default cu126 wheels raise "no kernel image is available for | |
| # execution on the device". Use the cu128 build (torch 2.8.x is the minimum | |
| # version supported by HF ZeroGPU). torch/torchvision/triton/nvidia-* are | |
| # intentionally NOT pinned in my_req.txt so this install owns the CUDA stack, | |
| # and mmcv/mmgen below compile against this exact torch. | |
| pip install --index-url https://download.pytorch.org/whl/cu128 \ | |
| torch==2.8.0 torchvision==0.23.0 | |
| # --- piFlow (lakonlab) ------------------------------------------------------- | |
| # Install ONLY the `lakonlab` package, not piFlow's own dependencies: piFlow's | |
| # requirements.txt pins (gradio 4.x, transformers 4.54, diffusers 0.35, ...) | |
| # conflict with this Space's curated my_req.txt below. Dependencies are provided | |
| # by my_req.txt instead. | |
| # | |
| # Also drop the `-e` (editable) flag: an editable VCS install clones into | |
| # ./src/lakonlab and, when that path already exists, pip falls back to an | |
| # interactive prompt ("(i)gnore/(w)ipe/(b)ackup") -> EOFError in the container. | |
| pip install --no-deps \ | |
| "lakonlab @ git+https://github.com/Lakonik/piFlow.git@b1ef16e5e305251bccdfeac2a0e3d0ef339b974a" | |
| # --- Remaining dependencies -------------------------------------------------- | |
| # Disable build isolation so mmcv/mmgen build against the torch + setuptools<82 | |
| # installed above, instead of a fresh isolated build env that would pull the | |
| # pkg_resources-less setuptools 82. | |
| pip install --no-build-isolation -r my_req.txt | |