mirror of
https://github.com/wassname/AntiPaSTO.git
synced 2026-09-17 11:50:27 +08:00
tidy
This commit is contained in:
wassname
@@ -896,6 +896,21 @@ def compute_simple_layer_selection(
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subspaces.set('write', write_subspace) # Full Subspace with S for energy thresholding
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logger.info(f"write subspace: rank={write_subspace.V.shape[1]}")
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# Read subspace from q_proj, k_proj, v_proj, up_proj, gate_proj row spaces
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read_modules = find_read_modules(model)
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read_subspace = compute_module_subspace_from_svds(
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layer_svds=layer_svd_cpu,
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layer_info=layer_info_full,
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module_filter=read_modules,
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use_column_space=False, # row space for readers
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top_k=INTERMEDIATE_SUBSPACE_RANK,
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device=device,
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dtype=dtype,
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name="read",
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)
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if read_subspace is not None:
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subspaces.set('read', read_subspace)
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# attention_out and mlp_out: subsets of write space
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attn_out_modules = [m for m in write_modules if 'o_proj' in m]
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attn_out_subspace = compute_module_subspace_from_svds(
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+33
-40
@@ -8,60 +8,54 @@ license = { file = "LICENSE" }
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readme = "README.md"
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requires-python = ">=3.10"
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dependencies = [
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# Core ML
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"numpy>=1.26.4",
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"scikit-learn>=1.4.0",
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"torch>=2.1.2",
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"transformers[torch]>4.51.0",
|
||||
"bitsandbytes>=0.47.0",
|
||||
"tqdm>=4.66.1",
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"gguf>=0.13.0",
|
||||
"baukit",
|
||||
"jaxtyping>=0.3.2",
|
||||
"anycache>=2.4.0",
|
||||
"peft",
|
||||
"bitsandbytes>=0.47.0",
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||||
"einops>=0.8.1",
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"jaxtyping>=0.3.2",
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# Data/utils
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"datasets>=4.1.1",
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"pandas>=2.3.2",
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"einops>=0.8.1",
|
||||
"matplotlib>=3.10.6",
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||||
"simple-parsing>=0.1.7",
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||||
"great-tables>=0.20.0",
|
||||
"adjusttext>=1.3.0",
|
||||
"repeng>=0.4.0",
|
||||
"colorama>=0.4.6",
|
||||
"nbformat>=5.10.4",
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||||
"seaborn>=0.13.2",
|
||||
"torchjd>=0.8.0",
|
||||
"jupytext>=1.18.1",
|
||||
"plotly>=6.5.0",
|
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"polars>=1.36.1",
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"tqdm>=4.66.1",
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"loguru>=0.7.3",
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# Model internals
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"baukit",
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"scikit-learn>=1.4.0",
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"scipy>=1.11.0",
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# Export
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"gguf>=0.13.0",
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"safetensors>=0.4.0",
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]
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|
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[dependency-groups]
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dev = [
|
||||
"attrs>=25.4.0",
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||||
"cattrs>=25.3.0",
|
||||
"ipykernel>=6.30.1",
|
||||
"ipywidgets>=8.1.7",
|
||||
"loguru>=0.7.3",
|
||||
"pytest>=8.0.2",
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||||
"ruff>=0.8.3",
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||||
"tabulate>=0.9.0",
|
||||
"tomli-w>=1.2.0",
|
||||
"tyro>=0.9.35",
|
||||
"wandb>=0.22.3",
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||||
]
|
||||
nbs = [
|
||||
"matplotlib>=3.10.6",
|
||||
"pandas>=2.3.2",
|
||||
"umap-learn>=0.5.9.post2",
|
||||
"jaxtyping>=0.3.2",
|
||||
"ipykernel>=6.30.1",
|
||||
"ipywidgets>=8.1.7",
|
||||
"bitsandbytes>=0.47.0",
|
||||
]
|
||||
nbs = [
|
||||
# Visualization
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||||
"matplotlib>=3.10.6",
|
||||
"seaborn>=0.13.2",
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"plotly>=6.5.0",
|
||||
"great-tables>=0.20.0",
|
||||
"adjusttext>=1.3.0",
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# Experiment tracking
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||||
"wandb>=0.22.3",
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||||
# Notebook utils
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||||
"ipykernel>=6.30.1",
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||||
"ipywidgets>=8.1.7",
|
||||
"jupytext>=1.18.1",
|
||||
"nbformat>=5.10.4",
|
||||
"tabulate>=0.9.0",
|
||||
"peft>=0.17.1",
|
||||
"datasets>=4.1.1",
|
||||
"einops>=0.8.1",
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||||
# Baselines
|
||||
"repeng>=0.4.0",
|
||||
# Analysis
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"umap-learn>=0.5.9.post2",
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||||
]
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||||
|
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[tool.ruff.lint]
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@@ -75,7 +69,6 @@ markers = ["slow: marks tests as slow (deselect with '-m \"not slow\"')"]
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[tool.uv.sources]
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baukit = { git = "https://github.com/davidbau/baukit.git" }
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# peft = { git = "https://github.com/mwbini/peft.git", branch = "add-delora" }
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peft = { git = "https://github.com/huggingface/peft.git", rev = "41091ecd31abc84bda9e899c4e80ec96f3fa99b2" }
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||||
repeng = { git = "https://github.com/wassname/repeng.git", branch="my_fixes" }
|
||||
|
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|
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@@ -197,16 +197,94 @@ wheels = [
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "anycache"
|
||||
version = "2.4.0"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
name = "antipasto"
|
||||
version = "0.5.0"
|
||||
source = { editable = "." }
|
||||
dependencies = [
|
||||
{ name = "dill" },
|
||||
{ name = "filelock" },
|
||||
{ name = "baukit" },
|
||||
{ name = "bitsandbytes" },
|
||||
{ name = "datasets" },
|
||||
{ name = "einops" },
|
||||
{ name = "gguf" },
|
||||
{ name = "jaxtyping" },
|
||||
{ name = "loguru" },
|
||||
{ name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
|
||||
{ name = "numpy", version = "2.3.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
|
||||
{ name = "pandas" },
|
||||
{ name = "peft" },
|
||||
{ name = "safetensors" },
|
||||
{ name = "scikit-learn" },
|
||||
{ name = "scipy", version = "1.15.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
|
||||
{ name = "scipy", version = "1.16.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
|
||||
{ name = "torch" },
|
||||
{ name = "tqdm" },
|
||||
{ name = "transformers", extra = ["torch"] },
|
||||
]
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/a2/2f/780bebd471b5a0fb9f53928d96726c7f17450d4d291a61e1b61988bab09c/anycache-2.4.0.tar.gz", hash = "sha256:99d3da200c7890fc9bba2c6c05470d34789483ed0115ee2885b72753aa235629", size = 11028, upload-time = "2025-04-03T07:33:07.91Z" }
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wheels = [
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{ url = "https://files.pythonhosted.org/packages/cd/bb/0750b6253968c97646a5da67d203fa219e2fe1be3ace5e7615a29544e4b9/anycache-2.4.0-py3-none-any.whl", hash = "sha256:8e0fa7ea06e6929446a7805e28780038353a75067a26a4f79df97e886c982ca7", size = 8247, upload-time = "2025-04-03T07:33:06.477Z" },
|
||||
|
||||
[package.dev-dependencies]
|
||||
dev = [
|
||||
{ name = "ipykernel" },
|
||||
{ name = "ipywidgets" },
|
||||
{ name = "pytest" },
|
||||
{ name = "ruff" },
|
||||
]
|
||||
nbs = [
|
||||
{ name = "adjusttext" },
|
||||
{ name = "great-tables" },
|
||||
{ name = "ipykernel" },
|
||||
{ name = "ipywidgets" },
|
||||
{ name = "jupytext" },
|
||||
{ name = "matplotlib" },
|
||||
{ name = "nbformat" },
|
||||
{ name = "plotly" },
|
||||
{ name = "repeng" },
|
||||
{ name = "seaborn" },
|
||||
{ name = "tabulate" },
|
||||
{ name = "umap-learn" },
|
||||
{ name = "wandb" },
|
||||
]
|
||||
|
||||
[package.metadata]
|
||||
requires-dist = [
|
||||
{ name = "baukit", git = "https://github.com/davidbau/baukit.git" },
|
||||
{ name = "bitsandbytes", specifier = ">=0.47.0" },
|
||||
{ name = "datasets", specifier = ">=4.1.1" },
|
||||
{ name = "einops", specifier = ">=0.8.1" },
|
||||
{ name = "gguf", specifier = ">=0.13.0" },
|
||||
{ name = "jaxtyping", specifier = ">=0.3.2" },
|
||||
{ name = "loguru", specifier = ">=0.7.3" },
|
||||
{ name = "numpy", specifier = ">=1.26.4" },
|
||||
{ name = "pandas", specifier = ">=2.3.2" },
|
||||
{ name = "peft", git = "https://github.com/huggingface/peft.git?rev=41091ecd31abc84bda9e899c4e80ec96f3fa99b2" },
|
||||
{ name = "safetensors", specifier = ">=0.4.0" },
|
||||
{ name = "scikit-learn", specifier = ">=1.4.0" },
|
||||
{ name = "scipy", specifier = ">=1.11.0" },
|
||||
{ name = "torch", specifier = ">=2.1.2" },
|
||||
{ name = "tqdm", specifier = ">=4.66.1" },
|
||||
{ name = "transformers", extras = ["torch"], specifier = ">4.51.0" },
|
||||
]
|
||||
|
||||
[package.metadata.requires-dev]
|
||||
dev = [
|
||||
{ name = "ipykernel", specifier = ">=6.30.1" },
|
||||
{ name = "ipywidgets", specifier = ">=8.1.7" },
|
||||
{ name = "pytest", specifier = ">=8.0.2" },
|
||||
{ name = "ruff", specifier = ">=0.8.3" },
|
||||
]
|
||||
nbs = [
|
||||
{ name = "adjusttext", specifier = ">=1.3.0" },
|
||||
{ name = "great-tables", specifier = ">=0.20.0" },
|
||||
{ name = "ipykernel", specifier = ">=6.30.1" },
|
||||
{ name = "ipywidgets", specifier = ">=8.1.7" },
|
||||
{ name = "jupytext", specifier = ">=1.18.1" },
|
||||
{ name = "matplotlib", specifier = ">=3.10.6" },
|
||||
{ name = "nbformat", specifier = ">=5.10.4" },
|
||||
{ name = "plotly", specifier = ">=6.5.0" },
|
||||
{ name = "repeng", git = "https://github.com/wassname/repeng.git?branch=my_fixes" },
|
||||
{ name = "seaborn", specifier = ">=0.13.2" },
|
||||
{ name = "tabulate", specifier = ">=0.9.0" },
|
||||
{ name = "umap-learn", specifier = ">=0.5.9.post2" },
|
||||
{ name = "wandb", specifier = ">=0.22.3" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
@@ -296,20 +374,6 @@ wheels = [
|
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{ url = "https://files.pythonhosted.org/packages/17/2d/309b3ba276d1fe5f3db4fb5e0a6926d10654656cdbfe49881aa95f4cfcc2/bitsandbytes-0.48.2-py3-none-win_amd64.whl", hash = "sha256:a048c285eb6ff53a8d189880e9dfa421d2bfb54e8cab263311757cf5b742d865", size = 58992447, upload-time = "2025-10-29T21:40:43.921Z" },
|
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]
|
||||
|
||||
[[package]]
|
||||
name = "cattrs"
|
||||
version = "25.3.0"
|
||||
source = { registry = "https://pypi.org/simple" }
|
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dependencies = [
|
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{ name = "attrs" },
|
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{ name = "exceptiongroup", marker = "python_full_version < '3.11'" },
|
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{ name = "typing-extensions" },
|
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]
|
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sdist = { url = "https://files.pythonhosted.org/packages/6e/00/2432bb2d445b39b5407f0a90e01b9a271475eea7caf913d7a86bcb956385/cattrs-25.3.0.tar.gz", hash = "sha256:1ac88d9e5eda10436c4517e390a4142d88638fe682c436c93db7ce4a277b884a", size = 509321, upload-time = "2025-10-07T12:26:08.737Z" }
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wheels = [
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{ url = "https://files.pythonhosted.org/packages/d8/2b/a40e1488fdfa02d3f9a653a61a5935ea08b3c2225ee818db6a76c7ba9695/cattrs-25.3.0-py3-none-any.whl", hash = "sha256:9896e84e0a5bf723bc7b4b68f4481785367ce07a8a02e7e9ee6eb2819bc306ff", size = 70738, upload-time = "2025-10-07T12:26:06.603Z" },
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]
|
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|
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[[package]]
|
||||
name = "certifi"
|
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version = "2025.11.12"
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@@ -770,15 +834,6 @@ wheels = [
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{ url = "https://files.pythonhosted.org/packages/50/3d/9373ad9c56321fdab5b41197068e1d8c25883b3fea29dd361f9b55116869/dill-0.4.0-py3-none-any.whl", hash = "sha256:44f54bf6412c2c8464c14e8243eb163690a9800dbe2c367330883b19c7561049", size = 119668, upload-time = "2025-04-16T00:41:47.671Z" },
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]
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|
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[[package]]
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name = "docstring-parser"
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version = "0.17.0"
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source = { registry = "https://pypi.org/simple" }
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sdist = { url = "https://files.pythonhosted.org/packages/b2/9d/c3b43da9515bd270df0f80548d9944e389870713cc1fe2b8fb35fe2bcefd/docstring_parser-0.17.0.tar.gz", hash = "sha256:583de4a309722b3315439bb31d64ba3eebada841f2e2cee23b99df001434c912", size = 27442, upload-time = "2025-07-21T07:35:01.868Z" }
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wheels = [
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{ url = "https://files.pythonhosted.org/packages/55/e2/2537ebcff11c1ee1ff17d8d0b6f4db75873e3b0fb32c2d4a2ee31ecb310a/docstring_parser-0.17.0-py3-none-any.whl", hash = "sha256:cf2569abd23dce8099b300f9b4fa8191e9582dda731fd533daf54c4551658708", size = 36896, upload-time = "2025-07-21T07:35:00.684Z" },
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]
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|
||||
[[package]]
|
||||
name = "einops"
|
||||
version = "0.8.1"
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@@ -1225,126 +1280,6 @@ wheels = [
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{ url = "https://files.pythonhosted.org/packages/cb/b1/3846dd7f199d53cb17f49cba7e651e9ce294d8497c8c150530ed11865bb8/iniconfig-2.3.0-py3-none-any.whl", hash = "sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12", size = 7484, upload-time = "2025-10-18T21:55:41.639Z" },
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]
|
||||
|
||||
[[package]]
|
||||
name = "antipasto"
|
||||
version = "0.5.0"
|
||||
source = { editable = "." }
|
||||
dependencies = [
|
||||
{ name = "adjusttext" },
|
||||
{ name = "anycache" },
|
||||
{ name = "baukit" },
|
||||
{ name = "bitsandbytes" },
|
||||
{ name = "colorama" },
|
||||
{ name = "datasets" },
|
||||
{ name = "einops" },
|
||||
{ name = "gguf" },
|
||||
{ name = "great-tables" },
|
||||
{ name = "jaxtyping" },
|
||||
{ name = "jupytext" },
|
||||
{ name = "matplotlib" },
|
||||
{ name = "nbformat" },
|
||||
{ name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
|
||||
{ name = "numpy", version = "2.3.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
|
||||
{ name = "pandas" },
|
||||
{ name = "peft" },
|
||||
{ name = "plotly" },
|
||||
{ name = "polars" },
|
||||
{ name = "repeng" },
|
||||
{ name = "scikit-learn" },
|
||||
{ name = "seaborn" },
|
||||
{ name = "simple-parsing" },
|
||||
{ name = "torch" },
|
||||
{ name = "torchjd" },
|
||||
{ name = "tqdm" },
|
||||
{ name = "transformers", extra = ["torch"] },
|
||||
]
|
||||
|
||||
[package.dev-dependencies]
|
||||
dev = [
|
||||
{ name = "attrs" },
|
||||
{ name = "cattrs" },
|
||||
{ name = "ipykernel" },
|
||||
{ name = "ipywidgets" },
|
||||
{ name = "loguru" },
|
||||
{ name = "pytest" },
|
||||
{ name = "ruff" },
|
||||
{ name = "tabulate" },
|
||||
{ name = "tomli-w" },
|
||||
{ name = "tyro" },
|
||||
{ name = "wandb" },
|
||||
]
|
||||
nbs = [
|
||||
{ name = "bitsandbytes" },
|
||||
{ name = "datasets" },
|
||||
{ name = "einops" },
|
||||
{ name = "ipykernel" },
|
||||
{ name = "ipywidgets" },
|
||||
{ name = "jaxtyping" },
|
||||
{ name = "matplotlib" },
|
||||
{ name = "pandas" },
|
||||
{ name = "peft" },
|
||||
{ name = "tabulate" },
|
||||
{ name = "umap-learn" },
|
||||
]
|
||||
|
||||
[package.metadata]
|
||||
requires-dist = [
|
||||
{ name = "adjusttext", specifier = ">=1.3.0" },
|
||||
{ name = "anycache", specifier = ">=2.4.0" },
|
||||
{ name = "baukit", git = "https://github.com/davidbau/baukit.git" },
|
||||
{ name = "bitsandbytes", specifier = ">=0.47.0" },
|
||||
{ name = "colorama", specifier = ">=0.4.6" },
|
||||
{ name = "datasets", specifier = ">=4.1.1" },
|
||||
{ name = "einops", specifier = ">=0.8.1" },
|
||||
{ name = "gguf", specifier = ">=0.13.0" },
|
||||
{ name = "great-tables", specifier = ">=0.20.0" },
|
||||
{ name = "jaxtyping", specifier = ">=0.3.2" },
|
||||
{ name = "jupytext", specifier = ">=1.18.1" },
|
||||
{ name = "matplotlib", specifier = ">=3.10.6" },
|
||||
{ name = "nbformat", specifier = ">=5.10.4" },
|
||||
{ name = "numpy", specifier = ">=1.26.4" },
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Reference in New Issue
Block a user