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601375 + timestamp: 1764777111296 diff --git a/pyproject.toml b/pyproject.toml index 1d33143da..76b22cad8 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,5 +1,72 @@ [project] -requires-python = ">=3.10" +name = "OneTrainer" +requires-python = ">=3.10,<3.14" +version = "0.1.0" + +dependencies = [ + "numpy==2.2.6", + "opencv-python==4.11.0.86", + "pillow==11.3.0", + "imagesize==1.4.1", + "tqdm==4.67.1", + "pyyaml==6.0.2", + "huggingface-hub==0.34.4", + "scipy==1.15.3", + "matplotlib==3.10.3", + "av==14.4.0", + "yt-dlp", + "scenedetect==0.6.6", + "accelerate==1.7.0", + "safetensors==0.5.3", + "tensorboard==2.19.0", + "pytorch-lightning==2.5.1.post0", + "diffusers @ git+https://github.com/huggingface/diffusers.git@256e0106749363fce06c28000698edeaf56a874d", + "gguf==0.17.1", + "transformers==4.56.2", + "sentencepiece==0.2.1", + "omegaconf==2.3.0", + "invisible-watermark==0.2.0", + "pooch==1.8.2", + "open-clip-torch==2.32.0", + "mgds @ git+https://github.com/Nerogar/mgds.git@385578f8c9e7861bd98c85d8855a23cb6b48661d", + "dadaptation==3.2", + "lion-pytorch==0.2.3", + "prodigyopt==1.1.2", + "schedulefree==1.4.1", + "pytorch-optimizer==3.6.0", + "prodigy-plus-schedule-free==2.0.1", + "adv-optm==1.4.1", + "muon-optimizer @ git+https://github.com/KellerJordan/Muon.git@f90a42b28e00b8d9d2d05865fe90d9f39abcbcbd", + "scalene==2.0.1", + "customtkinter==5.2.2", + "runpod==1.7.10", + "fabric==3.2.2", + "psutil==7.0.0", + "requests==2.32.5", + "deepdiff==8.6.1", +] + +[project.optional-dependencies] +cpu = [ + "torch==2.8.0", + "torchvision==0.23.0", + "onnxruntime==1.22.1", +] + +cuda = [ + "torch==2.8.0", + "torchvision==0.23.0", + "onnxruntime-gpu==1.22.0", + "bitsandbytes==0.46.0", + "nvidia-nccl-cu12==2.27.3; sys_platform == 'linux'", + "triton-windows==3.4.0.post20; sys_platform == 'win32'", +] + +rocm = [ + "torch==2.7.1", + "torchvision==0.22.1", + "onnxruntime==1.22.1", +] [tool.ruff] extend-exclude = [ @@ -39,3 +106,73 @@ section-order = [ "third-party", "local-folder", ] + +[tool.uv] +conflicts = [ + [ + { extra = "cpu" }, + { extra = "cuda" }, + { extra = "rocm" }, + ], +] + +[tool.uv.sources] +torch = [ + { index = "torch-cpu", extra = "cpu" }, + { index = "torch-cuda", extra = "cuda" }, + { index = "torch-rocm", extra = "rocm" }, +] + +[[tool.uv.index]] +name = "torch-cpu" +url = "https://download.pytorch.org/whl/cpu" + +[[tool.uv.index]] +name = "torch-cuda" +url = "https://download.pytorch.org/whl/cu128" + +[[tool.uv.index]] +name = "torch-rocm" +url = "https://download.pytorch.org/whl/rocm6.3" + +[tool.pixi.workspace] +channels = ["conda-forge"] +platforms = ["osx-arm64", "linux-64", "win-64"] + +[tool.pixi.tasks] +train = { cmd = "python scripts/train.py", cwd = "." } +ui = { cmd = "python scripts/train_ui.py", cwd = "." } + +[tool.pixi.feature.cpu.pypi-dependencies] +torch = "==2.8.0" +torchvision = "==0.23.0" +onnxruntime = "==1.22.1" + +[tool.pixi.feature.cuda] +platforms = ["linux-64", "win-64"] + +[tool.pixi.feature.cuda.system-requirements] +cuda = "12.8" + +[tool.pixi.feature.rocm] +platforms = ["linux-64"] + +[tool.pixi.dependencies] +python = "3.13.*" + +[tool.pixi.target.linux-64.dependencies] +tk = "*" +libgl = "*" + +[tool.pixi.system-requirements] +linux = "5.17" +libc = { family="glibc", version="2.28" } +macos = "15.0" + +[tool.pixi.pypi-options] +index-strategy = "unsafe-best-match" + +[tool.pixi.environments] +cpu = { features = ["cpu"] } +cuda = { features = ["cuda"] } +rocm = { features = ["rocm"] } diff --git a/requirements-global.txt b/requirements-global.txt index 89b2ca348..9ddbd8939 100644 --- a/requirements-global.txt +++ b/requirements-global.txt @@ -20,7 +20,7 @@ pytorch-lightning==2.5.1.post0 # diffusion models #Note: check whether Qwen bugs in diffusers have been fixed before upgrading diffusers (see BaseQwenSetup): --e git+https://github.com/huggingface/diffusers.git@256e010#egg=diffusers +diffusers @ git+https://github.com/huggingface/diffusers.git@256e0106749363fce06c28000698edeaf56a874d gguf==0.17.1 transformers==4.56.2 sentencepiece==0.2.1 # transitive dependency of transformers for tokenizer loading @@ -32,7 +32,7 @@ pooch==1.8.2 open-clip-torch==2.32.0 # data loader --e git+https://github.com/Nerogar/mgds.git@385578f#egg=mgds +mgds @ git+https://github.com/Nerogar/mgds.git@385578f8c9e7861bd98c85d8855a23cb6b48661d # optimizers dadaptation==3.2 # dadaptation optimizers @@ -42,10 +42,10 @@ schedulefree==1.4.1 # schedule-free optimizers pytorch_optimizer==3.6.0 # pytorch optimizers prodigy-plus-schedule-free==2.0.1 # Prodigy plus optimizer adv_optm==1.4.1 # advanced optimizers --e git+https://github.com/KellerJordan/Muon.git@f90a42b#egg=muon-optimizer +muon-optimizer @ git+https://github.com/KellerJordan/Muon.git@f90a42b28e00b8d9d2d05865fe90d9f39abcbcbd # Profiling -scalene==1.5.51 +scalene==2.0.1 # ui customtkinter==5.2.2