sci-ml/lightning
The deep learning framework to pretrain and finetune AI models
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lightning-2.6.6
>=sci-ml/pytorch-2.1[python_single_target_python3_12
(-)
?
,python_single_target_python3_13
(-)
?
,python_single_target_python3_14
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?
]
<sci-ml/pytorch-4[python_single_target_python3_12
(-)
?
,python_single_target_python3_13
(-)
?
,python_single_target_python3_14
(-)
?
]
>sci-ml/torchmetrics-0.7.0-r0[python_single_target_python3_12
(-)
?
,python_single_target_python3_13
(-)
?
,python_single_target_python3_14
(-)
?
]
<sci-ml/torchmetrics-3[python_single_target_python3_12
(-)
?
,python_single_target_python3_13
(-)
?
,python_single_target_python3_14
(-)
?
]
python_single_target_python3_12?
( >dev-python/pyyaml-5.4-r0[python_targets_python3_12
(-)
] <dev-python/pyyaml-8[python_targets_python3_12
(-)
] >=dev-python/fsspec-2022.5.0[python_targets_python3_12
(-)
] <dev-python/fsspec-2028[python_targets_python3_12
(-)
] dev-python/aiohttp[python_targets_python3_12
(-)
] dev-python/requests[python_targets_python3_12
(-)
] >=sci-ml/lightning-utilities-0.10.0[python_targets_python3_12
(-)
] <sci-ml/lightning-utilities-2[python_targets_python3_12
(-)
] >=dev-python/packaging-23.0[python_targets_python3_12
(-)
] <dev-python/packaging-27[python_targets_python3_12
(-)
] >=dev-python/tqdm-4.57.0[python_targets_python3_12
(-)
] <dev-python/tqdm-6[python_targets_python3_12
(-)
] >dev-python/typing-extensions-4.5.0-r0[python_targets_python3_12
(-)
] <dev-python/typing-extensions-6[python_targets_python3_12
(-)
] )
python_single_target_python3_13?
( >dev-python/pyyaml-5.4-r0[python_targets_python3_13
(-)
] <dev-python/pyyaml-8[python_targets_python3_13
(-)
] >=dev-python/fsspec-2022.5.0[python_targets_python3_13
(-)
] <dev-python/fsspec-2028[python_targets_python3_13
(-)
] dev-python/aiohttp[python_targets_python3_13
(-)
] dev-python/requests[python_targets_python3_13
(-)
] >=sci-ml/lightning-utilities-0.10.0[python_targets_python3_13
(-)
] <sci-ml/lightning-utilities-2[python_targets_python3_13
(-)
] >=dev-python/packaging-23.0[python_targets_python3_13
(-)
] <dev-python/packaging-27[python_targets_python3_13
(-)
] >=dev-python/tqdm-4.57.0[python_targets_python3_13
(-)
] <dev-python/tqdm-6[python_targets_python3_13
(-)
] >dev-python/typing-extensions-4.5.0-r0[python_targets_python3_13
(-)
] <dev-python/typing-extensions-6[python_targets_python3_13
(-)
] )
python_single_target_python3_14?
( >dev-python/pyyaml-5.4-r0[python_targets_python3_14
(-)
] <dev-python/pyyaml-8[python_targets_python3_14
(-)
] >=dev-python/fsspec-2022.5.0[python_targets_python3_14
(-)
] <dev-python/fsspec-2028[python_targets_python3_14
(-)
] dev-python/aiohttp[python_targets_python3_14
(-)
] dev-python/requests[python_targets_python3_14
(-)
] >=sci-ml/lightning-utilities-0.10.0[python_targets_python3_14
(-)
] <sci-ml/lightning-utilities-2[python_targets_python3_14
(-)
] >=dev-python/packaging-23.0[python_targets_python3_14
(-)
] <dev-python/packaging-27[python_targets_python3_14
(-)
] >=dev-python/tqdm-4.57.0[python_targets_python3_14
(-)
] <dev-python/tqdm-6[python_targets_python3_14
(-)
] >dev-python/typing-extensions-4.5.0-r0[python_targets_python3_14
(-)
] <dev-python/typing-extensions-6[python_targets_python3_14
(-)
] )
python_single_target_python3_12?
( dev-lang/python:3.12 )
python_single_target_python3_13?
( dev-lang/python:3.13 )
python_single_target_python3_14?
( dev-lang/python:3.14 )
lightning-2.6.5
>=sci-ml/pytorch-2.1[python_single_target_python3_12
(-)
?
,python_single_target_python3_13
(-)
?
,python_single_target_python3_14
(-)
?
]
<sci-ml/pytorch-4[python_single_target_python3_12
(-)
?
,python_single_target_python3_13
(-)
?
,python_single_target_python3_14
(-)
?
]
>sci-ml/torchmetrics-0.7.0-r0[python_single_target_python3_12
(-)
?
,python_single_target_python3_13
(-)
?
,python_single_target_python3_14
(-)
?
]
<sci-ml/torchmetrics-3[python_single_target_python3_12
(-)
?
,python_single_target_python3_13
(-)
?
,python_single_target_python3_14
(-)
?
]
python_single_target_python3_12?
( >dev-python/pyyaml-5.4-r0[python_targets_python3_12
(-)
] <dev-python/pyyaml-8[python_targets_python3_12
(-)
] >=dev-python/fsspec-2022.5.0[python_targets_python3_12
(-)
] <dev-python/fsspec-2028[python_targets_python3_12
(-)
] dev-python/aiohttp[python_targets_python3_12
(-)
] dev-python/requests[python_targets_python3_12
(-)
] >=sci-ml/lightning-utilities-0.10.0[python_targets_python3_12
(-)
] <sci-ml/lightning-utilities-2[python_targets_python3_12
(-)
] >=dev-python/packaging-23.0[python_targets_python3_12
(-)
] <dev-python/packaging-27[python_targets_python3_12
(-)
] >=dev-python/tqdm-4.57.0[python_targets_python3_12
(-)
] <dev-python/tqdm-6[python_targets_python3_12
(-)
] >dev-python/typing-extensions-4.5.0-r0[python_targets_python3_12
(-)
] <dev-python/typing-extensions-6[python_targets_python3_12
(-)
] )
python_single_target_python3_13?
( >dev-python/pyyaml-5.4-r0[python_targets_python3_13
(-)
] <dev-python/pyyaml-8[python_targets_python3_13
(-)
] >=dev-python/fsspec-2022.5.0[python_targets_python3_13
(-)
] <dev-python/fsspec-2028[python_targets_python3_13
(-)
] dev-python/aiohttp[python_targets_python3_13
(-)
] dev-python/requests[python_targets_python3_13
(-)
] >=sci-ml/lightning-utilities-0.10.0[python_targets_python3_13
(-)
] <sci-ml/lightning-utilities-2[python_targets_python3_13
(-)
] >=dev-python/packaging-23.0[python_targets_python3_13
(-)
] <dev-python/packaging-27[python_targets_python3_13
(-)
] >=dev-python/tqdm-4.57.0[python_targets_python3_13
(-)
] <dev-python/tqdm-6[python_targets_python3_13
(-)
] >dev-python/typing-extensions-4.5.0-r0[python_targets_python3_13
(-)
] <dev-python/typing-extensions-6[python_targets_python3_13
(-)
] )
python_single_target_python3_14?
( >dev-python/pyyaml-5.4-r0[python_targets_python3_14
(-)
] <dev-python/pyyaml-8[python_targets_python3_14
(-)
] >=dev-python/fsspec-2022.5.0[python_targets_python3_14
(-)
] <dev-python/fsspec-2028[python_targets_python3_14
(-)
] dev-python/aiohttp[python_targets_python3_14
(-)
] dev-python/requests[python_targets_python3_14
(-)
] >=sci-ml/lightning-utilities-0.10.0[python_targets_python3_14
(-)
] <sci-ml/lightning-utilities-2[python_targets_python3_14
(-)
] >=dev-python/packaging-23.0[python_targets_python3_14
(-)
] <dev-python/packaging-27[python_targets_python3_14
(-)
] >=dev-python/tqdm-4.57.0[python_targets_python3_14
(-)
] <dev-python/tqdm-6[python_targets_python3_14
(-)
] >dev-python/typing-extensions-4.5.0-r0[python_targets_python3_14
(-)
] <dev-python/typing-extensions-6[python_targets_python3_14
(-)
] )
python_single_target_python3_12?
( dev-lang/python:3.12 )
python_single_target_python3_13?
( dev-lang/python:3.13 )
python_single_target_python3_14?
( dev-lang/python:3.14 )
lightning-2.6.4
>=sci-ml/pytorch-2.1[python_single_target_python3_12
(-)
?
,python_single_target_python3_13
(-)
?
,python_single_target_python3_14
(-)
?
]
<sci-ml/pytorch-4[python_single_target_python3_12
(-)
?
,python_single_target_python3_13
(-)
?
,python_single_target_python3_14
(-)
?
]
>sci-ml/torchmetrics-0.7.0-r0[python_single_target_python3_12
(-)
?
,python_single_target_python3_13
(-)
?
,python_single_target_python3_14
(-)
?
]
<sci-ml/torchmetrics-3[python_single_target_python3_12
(-)
?
,python_single_target_python3_13
(-)
?
,python_single_target_python3_14
(-)
?
]
python_single_target_python3_12?
( >dev-python/pyyaml-5.4-r0[python_targets_python3_12
(-)
] <dev-python/pyyaml-8[python_targets_python3_12
(-)
] >=dev-python/fsspec-2022.5.0[python_targets_python3_12
(-)
] <dev-python/fsspec-2028[python_targets_python3_12
(-)
] dev-python/aiohttp[python_targets_python3_12
(-)
] dev-python/requests[python_targets_python3_12
(-)
] >=sci-ml/lightning-utilities-0.10.0[python_targets_python3_12
(-)
] <sci-ml/lightning-utilities-2[python_targets_python3_12
(-)
] >=dev-python/packaging-23.0[python_targets_python3_12
(-)
] <dev-python/packaging-27[python_targets_python3_12
(-)
] >=dev-python/tqdm-4.57.0[python_targets_python3_12
(-)
] <dev-python/tqdm-6[python_targets_python3_12
(-)
] >dev-python/typing-extensions-4.5.0-r0[python_targets_python3_12
(-)
] <dev-python/typing-extensions-6[python_targets_python3_12
(-)
] )
python_single_target_python3_13?
( >dev-python/pyyaml-5.4-r0[python_targets_python3_13
(-)
] <dev-python/pyyaml-8[python_targets_python3_13
(-)
] >=dev-python/fsspec-2022.5.0[python_targets_python3_13
(-)
] <dev-python/fsspec-2028[python_targets_python3_13
(-)
] dev-python/aiohttp[python_targets_python3_13
(-)
] dev-python/requests[python_targets_python3_13
(-)
] >=sci-ml/lightning-utilities-0.10.0[python_targets_python3_13
(-)
] <sci-ml/lightning-utilities-2[python_targets_python3_13
(-)
] >=dev-python/packaging-23.0[python_targets_python3_13
(-)
] <dev-python/packaging-27[python_targets_python3_13
(-)
] >=dev-python/tqdm-4.57.0[python_targets_python3_13
(-)
] <dev-python/tqdm-6[python_targets_python3_13
(-)
] >dev-python/typing-extensions-4.5.0-r0[python_targets_python3_13
(-)
] <dev-python/typing-extensions-6[python_targets_python3_13
(-)
] )
python_single_target_python3_14?
( >dev-python/pyyaml-5.4-r0[python_targets_python3_14
(-)
] <dev-python/pyyaml-8[python_targets_python3_14
(-)
] >=dev-python/fsspec-2022.5.0[python_targets_python3_14
(-)
] <dev-python/fsspec-2028[python_targets_python3_14
(-)
] dev-python/aiohttp[python_targets_python3_14
(-)
] dev-python/requests[python_targets_python3_14
(-)
] >=sci-ml/lightning-utilities-0.10.0[python_targets_python3_14
(-)
] <sci-ml/lightning-utilities-2[python_targets_python3_14
(-)
] >=dev-python/packaging-23.0[python_targets_python3_14
(-)
] <dev-python/packaging-27[python_targets_python3_14
(-)
] >=dev-python/tqdm-4.57.0[python_targets_python3_14
(-)
] <dev-python/tqdm-6[python_targets_python3_14
(-)
] >dev-python/typing-extensions-4.5.0-r0[python_targets_python3_14
(-)
] <dev-python/typing-extensions-6[python_targets_python3_14
(-)
] )
python_single_target_python3_12?
( dev-lang/python:3.12 )
python_single_target_python3_13?
( dev-lang/python:3.13 )
python_single_target_python3_14?
( dev-lang/python:3.14 )