{ai}[foss/2024a] Lightning v2.5.6, PyTorch-Lightning v2.5.6, bitsandbytes v0.46.1 w/ CUDA 12.6.0 by pavelToman · Pull Request #25262 · easybuilders/easybuild-easyconfigs

pavelToman · 2026-02-12T12:29:45Z

(created using eb --new-pr)
Dependencies for:

{ai,bio}[foss/2024a] scvi-tools v1.4.1, captum v0.8.0 w/ CUDA 12.6.0 #25022
{ai}[foss/2024a] WhisperX v3.7.4, ONNX-Runtime v1.23.2, ONNX v1.20.0, pyannote.audio v3.4.0, torchaudio v2.7.1, ... w/ CUDA 12.6.0 #24922

…h-Lightning-2.5.6-foss-2024a-CUDA-12.6.0.eb, bitsandbytes-0.46.1-foss-2024a-CUDA-12.6.0.eb

github-actions · 2026-02-12T12:30:19Z

Updated software `bitsandbytes-0.46.1-foss-2024a-CUDA-12.6.0.eb`

Diff against bitsandbytes-0.46.1-foss-2024a.eb

easybuild/easyconfigs/b/bitsandbytes/bitsandbytes-0.46.1-foss-2024a.eb

diff --git a/easybuild/easyconfigs/b/bitsandbytes/bitsandbytes-0.46.1-foss-2024a.eb b/easybuild/easyconfigs/b/bitsandbytes/bitsandbytes-0.46.1-foss-2024a-CUDA-12.6.0.eb
index 539fe0abdd..7d291a694d 100644
--- a/easybuild/easyconfigs/b/bitsandbytes/bitsandbytes-0.46.1-foss-2024a.eb
+++ b/easybuild/easyconfigs/b/bitsandbytes/bitsandbytes-0.46.1-foss-2024a-CUDA-12.6.0.eb
@@ -2,13 +2,14 @@ easyblock = 'CMakeMake'
 
 name = 'bitsandbytes'
 version = '0.46.1'
+versionsuffix = '-CUDA-%(cudaver)s'
 
 homepage = 'https://huggingface.co/docs/bitsandbytes/main/en/index'
 description = "bitsandbytes enables accessible large language models via k-bit quantization for PyTorch."
-github_account = 'bitsandbytes-foundation'
 
 toolchain = {'name': 'foss', 'version': '2024a'}
 
+github_account = '%(name)s-foundation'
 source_urls = [GITHUB_LOWER_SOURCE]
 sources = ['%(version)s.tar.gz']
 checksums = ['8326835082ad5590e4eab2cc51129bf55dd1c16e3d3038bc23431371c24b47da']
@@ -20,33 +21,36 @@ builddependencies = [
 ]
 
 dependencies = [
+    ('CUDA', '12.6.0', '', SYSTEM),
     ('Python', '3.12.3'),
-    ('PyTorch', '2.6.0'),
+    ('PyTorch', '2.7.1', versionsuffix),
     ('SciPy-bundle', '2024.05'),
 ]
 
-configopts = "-DCOMPUTE_BACKEND=cpu"
+configopts = "-DCOMPUTE_BACKEND=cuda"
 
-# skip install step in CMakeMake
+# skip install step in CMakeMake, but we still need install step in extension
 skipsteps = ['install']
 
 exts_defaultclass = 'PythonPackage'
 exts_list = [
     (name, version, {
-        'source_urls': ['https://github.com/%(github_account)s/%(namelower)s/archive'],
-        'sources': ['%(version)s.tar.gz'],
-        'start_dir': '%(builddir)s/bitsandbytes-%(version)s/',
-        'checksums': ['8326835082ad5590e4eab2cc51129bf55dd1c16e3d3038bc23431371c24b47da'],
+        'source_urls': source_urls,
+        'sources': sources,
+        'start_dir': '%(builddir)s/%(name)s-%(version)s/',
+        'checksums': checksums,
     }),
 ]
 
+local_python_package_path = 'lib/python%(pyshortver)s/site-packages/%(name)s'
 sanity_check_paths = {
-    'files': [f'lib/python%(pyshortver)s/site-packages/bitsandbytes/libbitsandbytes_cpu.{SHLIB_EXT}'],
+    'files': [
+        f'{local_python_package_path}/lib%(name)s_cpu.{SHLIB_EXT}',
+        f'{local_python_package_path}/lib%(name)s_cuda%(cudamajver)s%(cudaminver)s.{SHLIB_EXT}',
+    ],
     'dirs': ['lib/python%(pyshortver)s/site-packages'],
 }
 
-sanity_check_commands = [
-    "python -s -c 'import bitsandbytes'",
-]
+sanity_check_commands = ["python -s -c 'import %(name)s'"]
 
 moduleclass = 'ai'

Diff against bitsandbytes-0.43.3-foss-2023a-CUDA-12.1.1.eb

easybuild/easyconfigs/b/bitsandbytes/bitsandbytes-0.43.3-foss-2023a-CUDA-12.1.1.eb

diff --git a/easybuild/easyconfigs/b/bitsandbytes/bitsandbytes-0.43.3-foss-2023a-CUDA-12.1.1.eb b/easybuild/easyconfigs/b/bitsandbytes/bitsandbytes-0.46.1-foss-2024a-CUDA-12.6.0.eb
index 57ab990012..7d291a694d 100644
--- a/easybuild/easyconfigs/b/bitsandbytes/bitsandbytes-0.43.3-foss-2023a-CUDA-12.1.1.eb
+++ b/easybuild/easyconfigs/b/bitsandbytes/bitsandbytes-0.46.1-foss-2024a-CUDA-12.6.0.eb
@@ -1,45 +1,56 @@
 easyblock = 'CMakeMake'
 
 name = 'bitsandbytes'
-version = '0.43.3'
+version = '0.46.1'
 versionsuffix = '-CUDA-%(cudaver)s'
 
 homepage = 'https://huggingface.co/docs/bitsandbytes/main/en/index'
 description = "bitsandbytes enables accessible large language models via k-bit quantization for PyTorch."
-github_account = 'bitsandbytes-foundation'
 
-toolchain = {'name': 'foss', 'version': '2023a'}
+toolchain = {'name': 'foss', 'version': '2024a'}
 
+github_account = '%(name)s-foundation'
 source_urls = [GITHUB_LOWER_SOURCE]
 sources = ['%(version)s.tar.gz']
-checksums = ['7a468bc977da19c176cc578954bfd7a3c64182f387a6849e9f0a38d5cba1b4df']
+checksums = ['8326835082ad5590e4eab2cc51129bf55dd1c16e3d3038bc23431371c24b47da']
 
 builddependencies = [
-    ('CMake', '3.26.3'),
-    ('pkgconf', '1.9.5'),
+    ('CMake', '3.29.3'),
+    ('pkgconf', '2.2.0'),
+    ('scikit-build-core', '0.10.6'),
 ]
 
 dependencies = [
-    ('CUDA', '12.1.1', '', SYSTEM),
-    ('Python', '3.11.3'),
-    ('PyTorch', '2.1.2', versionsuffix),
-    ('SciPy-bundle', '2023.07'),
+    ('CUDA', '12.6.0', '', SYSTEM),
+    ('Python', '3.12.3'),
+    ('PyTorch', '2.7.1', versionsuffix),
+    ('SciPy-bundle', '2024.05'),
 ]
 
-configopts = '-DCOMPUTE_BACKEND=cuda'
+configopts = "-DCOMPUTE_BACKEND=cuda"
+
+# skip install step in CMakeMake, but we still need install step in extension
 skipsteps = ['install']
 
-postinstallcmds = [
-    'pip install --prefix=%(installdir)s --no-deps --ignore-installed --no-index --no-build-isolation %(start_dir)s',
+exts_defaultclass = 'PythonPackage'
+exts_list = [
+    (name, version, {
+        'source_urls': source_urls,
+        'sources': sources,
+        'start_dir': '%(builddir)s/%(name)s-%(version)s/',
+        'checksums': checksums,
+    }),
 ]
 
+local_python_package_path = 'lib/python%(pyshortver)s/site-packages/%(name)s'
 sanity_check_paths = {
-    'files': ['lib/python%%(pyshortver)s/site-packages/bitsandbytes/libbitsandbytes_cuda121.%s' % SHLIB_EXT],
+    'files': [
+        f'{local_python_package_path}/lib%(name)s_cpu.{SHLIB_EXT}',
+        f'{local_python_package_path}/lib%(name)s_cuda%(cudamajver)s%(cudaminver)s.{SHLIB_EXT}',
+    ],
     'dirs': ['lib/python%(pyshortver)s/site-packages'],
 }
 
-sanity_check_commands = [
-    "python -c 'import bitsandbytes'",
-]
+sanity_check_commands = ["python -s -c 'import %(name)s'"]
 
 moduleclass = 'ai'

Diff against bitsandbytes-0.43.3-foss-2023a.eb

easybuild/easyconfigs/b/bitsandbytes/bitsandbytes-0.43.3-foss-2023a.eb

diff --git a/easybuild/easyconfigs/b/bitsandbytes/bitsandbytes-0.43.3-foss-2023a.eb b/easybuild/easyconfigs/b/bitsandbytes/bitsandbytes-0.46.1-foss-2024a-CUDA-12.6.0.eb
index 9c216217b2..7d291a694d 100644
--- a/easybuild/easyconfigs/b/bitsandbytes/bitsandbytes-0.43.3-foss-2023a.eb
+++ b/easybuild/easyconfigs/b/bitsandbytes/bitsandbytes-0.46.1-foss-2024a-CUDA-12.6.0.eb
@@ -1,42 +1,56 @@
 easyblock = 'CMakeMake'
 
 name = 'bitsandbytes'
-version = '0.43.3'
+version = '0.46.1'
+versionsuffix = '-CUDA-%(cudaver)s'
 
 homepage = 'https://huggingface.co/docs/bitsandbytes/main/en/index'
 description = "bitsandbytes enables accessible large language models via k-bit quantization for PyTorch."
-github_account = 'bitsandbytes-foundation'
 
-toolchain = {'name': 'foss', 'version': '2023a'}
+toolchain = {'name': 'foss', 'version': '2024a'}
 
+github_account = '%(name)s-foundation'
 source_urls = [GITHUB_LOWER_SOURCE]
 sources = ['%(version)s.tar.gz']
-checksums = ['7a468bc977da19c176cc578954bfd7a3c64182f387a6849e9f0a38d5cba1b4df']
+checksums = ['8326835082ad5590e4eab2cc51129bf55dd1c16e3d3038bc23431371c24b47da']
 
 builddependencies = [
-    ('CMake', '3.26.3'),
-    ('pkgconf', '1.9.5'),
+    ('CMake', '3.29.3'),
+    ('pkgconf', '2.2.0'),
+    ('scikit-build-core', '0.10.6'),
 ]
 
 dependencies = [
-    ('Python', '3.11.3'),
-    ('PyTorch', '2.1.2'),
-    ('SciPy-bundle', '2023.07'),
+    ('CUDA', '12.6.0', '', SYSTEM),
+    ('Python', '3.12.3'),
+    ('PyTorch', '2.7.1', versionsuffix),
+    ('SciPy-bundle', '2024.05'),
 ]
 
+configopts = "-DCOMPUTE_BACKEND=cuda"
+
+# skip install step in CMakeMake, but we still need install step in extension
 skipsteps = ['install']
 
-postinstallcmds = [
-    'pip install --prefix=%(installdir)s --no-deps --ignore-installed --no-index --no-build-isolation %(start_dir)s',
+exts_defaultclass = 'PythonPackage'
+exts_list = [
+    (name, version, {
+        'source_urls': source_urls,
+        'sources': sources,
+        'start_dir': '%(builddir)s/%(name)s-%(version)s/',
+        'checksums': checksums,
+    }),
 ]
 
+local_python_package_path = 'lib/python%(pyshortver)s/site-packages/%(name)s'
 sanity_check_paths = {
-    'files': ['lib/python%%(pyshortver)s/site-packages/bitsandbytes/libbitsandbytes_cpu.%s' % SHLIB_EXT],
+    'files': [
+        f'{local_python_package_path}/lib%(name)s_cpu.{SHLIB_EXT}',
+        f'{local_python_package_path}/lib%(name)s_cuda%(cudamajver)s%(cudaminver)s.{SHLIB_EXT}',
+    ],
     'dirs': ['lib/python%(pyshortver)s/site-packages'],
 }
 
-sanity_check_commands = [
-    "python -c 'import bitsandbytes'",
-]
+sanity_check_commands = ["python -s -c 'import %(name)s'"]
 
 moduleclass = 'ai'

Updated software `Lightning-2.5.6-foss-2024a-CUDA-12.6.0.eb`

Diff against Lightning-2.5.2-foss-2024a.eb

easybuild/easyconfigs/l/Lightning/Lightning-2.5.2-foss-2024a.eb

diff --git a/easybuild/easyconfigs/l/Lightning/Lightning-2.5.2-foss-2024a.eb b/easybuild/easyconfigs/l/Lightning/Lightning-2.5.6-foss-2024a-CUDA-12.6.0.eb
index 1650f67171..e5960d8f9a 100644
--- a/easybuild/easyconfigs/l/Lightning/Lightning-2.5.2-foss-2024a.eb
+++ b/easybuild/easyconfigs/l/Lightning/Lightning-2.5.6-foss-2024a-CUDA-12.6.0.eb
@@ -1,7 +1,8 @@
 easyblock = 'PythonPackage'
 
 name = 'Lightning'
-version = '2.5.2'
+version = '2.5.6'
+versionsuffix = '-CUDA-%(cudaver)s'
 
 homepage = 'https://github.com/Lightning-AI/pytorch-lightning'
 description = """
@@ -16,12 +17,13 @@ Lightning has 4 core packages:
 toolchain = {'name': 'foss', 'version': '2024a'}
 
 sources = [SOURCELOWER_TAR_GZ]
-checksums = ['9550df613cfb22358ebf77b4a8ad45f3767cd7d26ba2d52b7f036bd3cdd701c4']
+checksums = ['57b6abe87080895bc237fb7f36b7b4abaa2793760cbca00e3907e56607e0ed27']
 
 dependencies = [
+    ('CUDA', '12.6.0', '', SYSTEM),
     ('Python', '3.12.3'),
-    ('PyTorch', '2.6.0'),
-    ('PyTorch-Lightning', version),
+    ('PyTorch', '2.7.1', versionsuffix),
+    ('PyTorch-Lightning', version, versionsuffix),
 ]
 
 moduleclass = 'tools'

Diff against Lightning-2.2.1-foss-2023a.eb

easybuild/easyconfigs/l/Lightning/Lightning-2.2.1-foss-2023a.eb

diff --git a/easybuild/easyconfigs/l/Lightning/Lightning-2.2.1-foss-2023a.eb b/easybuild/easyconfigs/l/Lightning/Lightning-2.5.6-foss-2024a-CUDA-12.6.0.eb
index e79a8b8c6b..e5960d8f9a 100644
--- a/easybuild/easyconfigs/l/Lightning/Lightning-2.2.1-foss-2023a.eb
+++ b/easybuild/easyconfigs/l/Lightning/Lightning-2.5.6-foss-2024a-CUDA-12.6.0.eb
@@ -1,7 +1,8 @@
 easyblock = 'PythonPackage'
 
 name = 'Lightning'
-version = '2.2.1'
+version = '2.5.6'
+versionsuffix = '-CUDA-%(cudaver)s'
 
 homepage = 'https://github.com/Lightning-AI/pytorch-lightning'
 description = """
@@ -13,15 +14,16 @@ Lightning has 4 core packages:
     Lightning Apps: Build AI products and ML workflows.
 """
 
-toolchain = {'name': 'foss', 'version': '2023a'}
+toolchain = {'name': 'foss', 'version': '2024a'}
 
 sources = [SOURCELOWER_TAR_GZ]
-checksums = ['b3e46d596b32cafd1fb9b21fdba1b1767df97b1af5cc702693d1c51df60b19aa']
+checksums = ['57b6abe87080895bc237fb7f36b7b4abaa2793760cbca00e3907e56607e0ed27']
 
 dependencies = [
-    ('Python', '3.11.3'),
-    ('PyTorch', '2.1.2'),
-    ('PyTorch-Lightning', version),
+    ('CUDA', '12.6.0', '', SYSTEM),
+    ('Python', '3.12.3'),
+    ('PyTorch', '2.7.1', versionsuffix),
+    ('PyTorch-Lightning', version, versionsuffix),
 ]
 
 moduleclass = 'tools'

Diff against Lightning-2.2.1-foss-2023a-CUDA-12.1.1.eb

easybuild/easyconfigs/l/Lightning/Lightning-2.2.1-foss-2023a-CUDA-12.1.1.eb

diff --git a/easybuild/easyconfigs/l/Lightning/Lightning-2.2.1-foss-2023a-CUDA-12.1.1.eb b/easybuild/easyconfigs/l/Lightning/Lightning-2.5.6-foss-2024a-CUDA-12.6.0.eb
index c4cd9918a7..e5960d8f9a 100644
--- a/easybuild/easyconfigs/l/Lightning/Lightning-2.2.1-foss-2023a-CUDA-12.1.1.eb
+++ b/easybuild/easyconfigs/l/Lightning/Lightning-2.5.6-foss-2024a-CUDA-12.6.0.eb
@@ -1,7 +1,7 @@
 easyblock = 'PythonPackage'
 
 name = 'Lightning'
-version = '2.2.1'
+version = '2.5.6'
 versionsuffix = '-CUDA-%(cudaver)s'
 
 homepage = 'https://github.com/Lightning-AI/pytorch-lightning'
@@ -14,16 +14,16 @@ Lightning has 4 core packages:
     Lightning Apps: Build AI products and ML workflows.
 """
 
-toolchain = {'name': 'foss', 'version': '2023a'}
+toolchain = {'name': 'foss', 'version': '2024a'}
 
 sources = [SOURCELOWER_TAR_GZ]
-checksums = ['b3e46d596b32cafd1fb9b21fdba1b1767df97b1af5cc702693d1c51df60b19aa']
+checksums = ['57b6abe87080895bc237fb7f36b7b4abaa2793760cbca00e3907e56607e0ed27']
 
 dependencies = [
-    ('CUDA', '12.1.1', '', SYSTEM),
-    ('Python', '3.11.3'),
-    ('PyTorch', '2.1.2', '-CUDA-%(cudaver)s'),
-    ('PyTorch-Lightning', version, '-CUDA-%(cudaver)s'),
+    ('CUDA', '12.6.0', '', SYSTEM),
+    ('Python', '3.12.3'),
+    ('PyTorch', '2.7.1', versionsuffix),
+    ('PyTorch-Lightning', version, versionsuffix),
 ]
 
 moduleclass = 'tools'

Updated software `PyTorch-Lightning-2.5.6-foss-2024a-CUDA-12.6.0.eb`

Diff against PyTorch-Lightning-2.5.2-foss-2024a.eb

easybuild/easyconfigs/p/PyTorch-Lightning/PyTorch-Lightning-2.5.2-foss-2024a.eb

diff --git a/easybuild/easyconfigs/p/PyTorch-Lightning/PyTorch-Lightning-2.5.2-foss-2024a.eb b/easybuild/easyconfigs/p/PyTorch-Lightning/PyTorch-Lightning-2.5.6-foss-2024a-CUDA-12.6.0.eb
index 6c5ef354db..2ea29b7803 100644
--- a/easybuild/easyconfigs/p/PyTorch-Lightning/PyTorch-Lightning-2.5.2-foss-2024a.eb
+++ b/easybuild/easyconfigs/p/PyTorch-Lightning/PyTorch-Lightning-2.5.6-foss-2024a-CUDA-12.6.0.eb
@@ -1,7 +1,8 @@
 easyblock = 'PythonBundle'
 
 name = 'PyTorch-Lightning'
-version = '2.5.2'
+version = '2.5.6'
+versionsuffix = '-CUDA-%(cudaver)s'
 
 homepage = 'https://pytorchlightning.ai'
 description = "PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers."
@@ -10,30 +11,34 @@ toolchain = {'name': 'foss', 'version': '2024a'}
 
 dependencies = [
     ('Python', '3.12.3'),
+    ('CUDA', '12.6.0', '', SYSTEM),
     # dependencies from requirements/pytorch/base.txt
-    ('PyTorch', '2.6.0'),
+    ('PyTorch', '2.7.1', versionsuffix),
     ('tqdm', '4.66.5'),
-    ('aiohttp', '3.10.10'),
+    ('PyYAML', '6.0.2'),
     ('typing-extensions', '4.11.0'),
     # optional dependencies from requirements/pytorch/extra.txt
-    ('bitsandbytes', '0.46.1'),
+    ('bitsandbytes', '0.46.1', versionsuffix),
     ('tensorboardX', '2.6.4'),
     ('matplotlib', '3.9.2'),
     ('Hydra', '1.3.2'),
 ]
 
-# remaining dependencies from requirements/pytorch/base.txt
 exts_list = [
-    ('lightning-utilities', '0.14.3', {
+    ('jsonargparse', '4.40.2', {
+        'use_pip_extras': 'signatures,jsonnet',
+        'checksums': ['91e775b4ffba72bc5bbdab39d2f3efeb8ca84285def706d534edeed621cf0cb7'],
+    }),
+    ('lightning-utilities', '0.15.2', {
         'source_tmpl': 'lightning_utilities-%(version)s.tar.gz',
-        'checksums': ['37e2f83f273890052955a44054382c211a303012ee577619efbaa5df9e65e9f5'],
+        'checksums': ['cdf12f530214a63dacefd713f180d1ecf5d165338101617b4742e8f22c032e24'],
     }),
-    ('torchmetrics', '1.7.3', {
-        'checksums': ['08450a19cdb67ba1608aac0b213e5dc73033e11b60ad4719696ebcede591621e'],
+    ('torchmetrics', '1.8.2', {
+        'checksums': ['cf64a901036bf107f17a524009eea7781c9c5315d130713aeca5747a686fe7a5'],
     }),
     ('pytorch-lightning', version, {
         'source_tmpl': 'pytorch_lightning-%(version)s.tar.gz',
-        'checksums': ['f817087d611be8d43b777dd4e543d72703e235510936677a13e6c29f7fd790e3'],
+        'checksums': ['c428faaceef74be50b870814d0d7e9f9c6ee748b8769a2afd3366bc69daf3a0f'],
     }),
 ]

Diff against PyTorch-Lightning-1.9.5-foss-2023b.eb

easybuild/easyconfigs/p/PyTorch-Lightning/PyTorch-Lightning-1.9.5-foss-2023b.eb

diff --git a/easybuild/easyconfigs/p/PyTorch-Lightning/PyTorch-Lightning-1.9.5-foss-2023b.eb b/easybuild/easyconfigs/p/PyTorch-Lightning/PyTorch-Lightning-2.5.6-foss-2024a-CUDA-12.6.0.eb
index 2526509c1a..2ea29b7803 100644
--- a/easybuild/easyconfigs/p/PyTorch-Lightning/PyTorch-Lightning-1.9.5-foss-2023b.eb
+++ b/easybuild/easyconfigs/p/PyTorch-Lightning/PyTorch-Lightning-2.5.6-foss-2024a-CUDA-12.6.0.eb
@@ -1,40 +1,45 @@
 easyblock = 'PythonBundle'
 
 name = 'PyTorch-Lightning'
-version = '1.9.5'
+version = '2.5.6'
+versionsuffix = '-CUDA-%(cudaver)s'
 
 homepage = 'https://pytorchlightning.ai'
 description = "PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers."
 
-toolchain = {'name': 'foss', 'version': '2023b'}
+toolchain = {'name': 'foss', 'version': '2024a'}
 
 dependencies = [
-    ('Python', '3.11.5'),
-    ('Python-bundle-PyPI', '2023.10'),
-    ('SciPy-bundle', '2023.11'),
-    ('aiohttp', '3.9.5'),
-    ('PyTorch', '2.1.2'),
-    ('tqdm', '4.66.2'),
-    ('typing-extensions', '4.10.0'),
-    ('wrapt', '1.16.0'),
+    ('Python', '3.12.3'),
+    ('CUDA', '12.6.0', '', SYSTEM),
+    # dependencies from requirements/pytorch/base.txt
+    ('PyTorch', '2.7.1', versionsuffix),
+    ('tqdm', '4.66.5'),
+    ('PyYAML', '6.0.2'),
+    ('typing-extensions', '4.11.0'),
+    # optional dependencies from requirements/pytorch/extra.txt
+    ('bitsandbytes', '0.46.1', versionsuffix),
+    ('tensorboardX', '2.6.4'),
+    ('matplotlib', '3.9.2'),
+    ('Hydra', '1.3.2'),
 ]
 
 exts_list = [
-    ('Cython', '0.29.37', {
-        'checksums': ['f813d4a6dd94adee5d4ff266191d1d95bf6d4164a4facc535422c021b2504cfb'],
+    ('jsonargparse', '4.40.2', {
+        'use_pip_extras': 'signatures,jsonnet',
+        'checksums': ['91e775b4ffba72bc5bbdab39d2f3efeb8ca84285def706d534edeed621cf0cb7'],
     }),
-    ('pydantic', '1.10.18', {
-        'checksums': ['baebdff1907d1d96a139c25136a9bb7d17e118f133a76a2ef3b845e831e3403a'],
+    ('lightning-utilities', '0.15.2', {
+        'source_tmpl': 'lightning_utilities-%(version)s.tar.gz',
+        'checksums': ['cdf12f530214a63dacefd713f180d1ecf5d165338101617b4742e8f22c032e24'],
     }),
-    ('lightning_utilities', '0.11.8', {
-        'checksums': ['8dfbdc6c52f9847efc948dc462ab8bebb4f4e9a43bd69c82c1b1da484dac20e6'],
+    ('torchmetrics', '1.8.2', {
+        'checksums': ['cf64a901036bf107f17a524009eea7781c9c5315d130713aeca5747a686fe7a5'],
     }),
-    ('torchmetrics', '1.5.1', {
-        'checksums': ['9701632cf811bc460abf07bd7b971b79c1ae9c8231e03d495b53a0975e43fe07'],
-    }),
-    ('%(namelower)s', version, {
-        'checksums': ['925fe7b80ddf04859fa385aa493b260be4000b11a2f22447afb4a932d1f07d26'],
+    ('pytorch-lightning', version, {
+        'source_tmpl': 'pytorch_lightning-%(version)s.tar.gz',
+        'checksums': ['c428faaceef74be50b870814d0d7e9f9c6ee748b8769a2afd3366bc69daf3a0f'],
     }),
 ]
 
-moduleclass = 'lib'
+moduleclass = 'ai'

Diff against PyTorch-Lightning-1.8.4-foss-2022b.eb

easybuild/easyconfigs/p/PyTorch-Lightning/PyTorch-Lightning-1.8.4-foss-2022b.eb

diff --git a/easybuild/easyconfigs/p/PyTorch-Lightning/PyTorch-Lightning-1.8.4-foss-2022b.eb b/easybuild/easyconfigs/p/PyTorch-Lightning/PyTorch-Lightning-2.5.6-foss-2024a-CUDA-12.6.0.eb
index e13b714e2b..2ea29b7803 100644
--- a/easybuild/easyconfigs/p/PyTorch-Lightning/PyTorch-Lightning-1.8.4-foss-2022b.eb
+++ b/easybuild/easyconfigs/p/PyTorch-Lightning/PyTorch-Lightning-2.5.6-foss-2024a-CUDA-12.6.0.eb
@@ -1,117 +1,45 @@
 easyblock = 'PythonBundle'
 
 name = 'PyTorch-Lightning'
-version = '1.8.4'
+version = '2.5.6'
+versionsuffix = '-CUDA-%(cudaver)s'
 
 homepage = 'https://pytorchlightning.ai'
 description = "PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers."
 
-toolchain = {'name': 'foss', 'version': '2022b'}
+toolchain = {'name': 'foss', 'version': '2024a'}
 
 dependencies = [
-    ('Python', '3.10.8'),
-    # dependencies from requirements/app/base.txt
-    ('aiohttp', '3.8.5'),
-    ('BeautifulSoup', '4.11.1'),
-    ('deepdiff', '6.7.1'),
+    ('Python', '3.12.3'),
+    ('CUDA', '12.6.0', '', SYSTEM),
     # dependencies from requirements/pytorch/base.txt
-    ('PyTorch', '1.13.1'),
-    ('tqdm', '4.64.1'),
-    ('tensorboardX', '2.6.2.2'),
+    ('PyTorch', '2.7.1', versionsuffix),
+    ('tqdm', '4.66.5'),
+    ('PyYAML', '6.0.2'),
+    ('typing-extensions', '4.11.0'),
+    # optional dependencies from requirements/pytorch/extra.txt
+    ('bitsandbytes', '0.46.1', versionsuffix),
+    ('tensorboardX', '2.6.4'),
+    ('matplotlib', '3.9.2'),
+    ('Hydra', '1.3.2'),
 ]
 
-# dependencies from requirements/app/base.txt and requirements/pytorch/base.txt
 exts_list = [
-    ('commonmark', '0.9.1', {
-        'checksums': ['452f9dc859be7f06631ddcb328b6919c67984aca654e5fefb3914d54691aed60'],
+    ('jsonargparse', '4.40.2', {
+        'use_pip_extras': 'signatures,jsonnet',
+        'checksums': ['91e775b4ffba72bc5bbdab39d2f3efeb8ca84285def706d534edeed621cf0cb7'],
     }),
-    ('rich', '12.5.1', {
-        'checksums': ['63a5c5ce3673d3d5fbbf23cd87e11ab84b6b451436f1b7f19ec54b6bc36ed7ca'],
+    ('lightning-utilities', '0.15.2', {
+        'source_tmpl': 'lightning_utilities-%(version)s.tar.gz',
+        'checksums': ['cdf12f530214a63dacefd713f180d1ecf5d165338101617b4742e8f22c032e24'],
     }),
-    ('pydantic', '1.10.2', {
-        'checksums': ['91b8e218852ef6007c2b98cd861601c6a09f1aa32bbbb74fab5b1c33d4a1e410'],
-    }),
-    ('PyJWT', '2.6.0', {
-        'modulename': 'jwt',
-        'checksums': ['69285c7e31fc44f68a1feb309e948e0df53259d579295e6cfe2b1792329f05fd'],
-    }),
-    ('starlette', '0.19.1', {
-        'checksums': ['c6d21096774ecb9639acad41b86b7706e52ba3bf1dc13ea4ed9ad593d47e24c7'],
-    }),
-    ('fastapi', '0.79.1', {
-        'checksums': ['006862dec0f0f5683ac21fb0864af2ff12a931e7ba18920f28cc8eceed51896b'],
-    }),
-    ('sniffio', '1.3.0', {
-        'checksums': ['e60305c5e5d314f5389259b7f22aaa33d8f7dee49763119234af3755c55b9101'],
-    }),
-    ('anyio', '3.6.1', {
-        'checksums': ['413adf95f93886e442aea925f3ee43baa5a765a64a0f52c6081894f9992fdd0b'],
-    }),
-    ('websocket-client', '1.4.2', {
-        'modulename': 'websocket',
-        'checksums': ['d6e8f90ca8e2dd4e8027c4561adeb9456b54044312dba655e7cae652ceb9ae59'],
-    }),
-    ('lightning_cloud', '0.5.12', {
-        'checksums': ['5b0cf53ecfb512f9476eec3a7f425c0e174ca9d0e726673605d5e1e57074eb0c'],
-    }),
-    ('itsdangerous', '2.1.2', {
-        'checksums': ['5dbbc68b317e5e42f327f9021763545dc3fc3bfe22e6deb96aaf1fc38874156a'],
-    }),
-    ('starsessions', '1.3.0', {
-        'checksums': ['8d3b509d4e6d235655f7dd495fcf0afc1bd86da84de3a8d434e6f82137ebcde8'],
-    }),
-    ('fsspec', '2022.7.1', {
-        'checksums': ['7f9fb19d811b027b97c4636c6073eb53bc4cbee2d3c4b33fa88b9f26906fd7d7'],
-    }),
-    ('croniter', '1.3.8', {
-        'checksums': ['32a5ec04e97ec0837bcdf013767abd2e71cceeefd3c2e14c804098ce51ad6cd9'],
-    }),
-    ('traitlets', '5.2.0', {
-        'checksums': ['60474f39bf1d39a11e0233090b99af3acee93bbc2281777e61dd8c87da8a0014'],
-    }),
-    ('arrow', '1.2.3', {
-        'checksums': ['3934b30ca1b9f292376d9db15b19446088d12ec58629bc3f0da28fd55fb633a1'],
-    }),
-    ('lightning-utilities', '0.4.2', {
-        'checksums': ['dc6696ab180117f7e97b5488dac1d77765ab891022f7521a97a39e10d362bdb8'],
-    }),
-    ('blessed', '1.19.1', {
-        'checksums': ['9a0d099695bf621d4680dd6c73f6ad547f6a3442fbdbe80c4b1daa1edbc492fc'],
-    }),
-    ('python-editor', '1.0.4', {
-        'modulename': 'editor',
-        'checksums': ['51fda6bcc5ddbbb7063b2af7509e43bd84bfc32a4ff71349ec7847713882327b'],
-    }),
-    ('readchar', '4.0.3', {
-        'checksums': ['1d920d0e9ab76ec5d42192a68d15af2562663b5dfbf4a67cf9eba520e1ca57e6'],
-    }),
-    ('inquirer', '2.10.1', {
-        'checksums': ['e9876258183e24f6e8c44136b04f6f2e18dd6684aee59b86a8057c50601a6523'],
-    }),
-    ('wrapt', '1.14.1', {
-        'checksums': ['380a85cf89e0e69b7cfbe2ea9f765f004ff419f34194018a6827ac0e3edfed4d'],
-    }),
-    ('jmespath', '1.0.1', {
-        'checksums': ['90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe'],
-    }),
-    ('botocore', '1.24.21', {
-        'checksums': ['7e976cfd0a61601e74624ef8f5246b40a01f2cce73a011ef29cf80a6e371d0fa'],
-    }),
-    ('aioitertools', '0.11.0', {
-        'checksums': ['42c68b8dd3a69c2bf7f2233bf7df4bb58b557bca5252ac02ed5187bbc67d6831'],
-    }),
-    ('aiobotocore', '2.3.4', {
-        'checksums': ['6554ebea5764f66f4be544a4fcaa0953ee80e600dd7bd818ba4893d72bf12bfb'],
-    }),
-    ('s3fs', '2022.7.1', {
-        'checksums': ['4883d682cb96b769fca568dbbcaa33ff457ac8077a03af221e6f253adac05771'],
-    }),
-    ('torchmetrics', '0.9.3', {
-        'checksums': ['4ebfd2466021db26397636966ee1a195d3b340ba5d71bb258e764340dfc2476f'],
+    ('torchmetrics', '1.8.2', {
+        'checksums': ['cf64a901036bf107f17a524009eea7781c9c5315d130713aeca5747a686fe7a5'],
     }),
     ('pytorch-lightning', version, {
-        'checksums': ['c2771f966fc1b909cdfd1d603a87b8c84a3d5ff7aacf35b2c0260f697ec0c8be'],
+        'source_tmpl': 'pytorch_lightning-%(version)s.tar.gz',
+        'checksums': ['c428faaceef74be50b870814d0d7e9f9c6ee748b8769a2afd3366bc69daf3a0f'],
     }),
 ]
 
-moduleclass = 'lib'
+moduleclass = 'ai'

pavelToman · 2026-02-12T12:48:26Z

Test report by @pavelToman
SUCCESS
Build succeeded for 3 out of 3 (total: 11 mins 47 secs) (3 easyconfigs in total)
node4307.litleo.os - Linux RHEL 9.6, x86_64, AMD EPYC 9454P 48-Core Processor, 1 x NVIDIA NVIDIA H100 NVL, 580.95.05, Python 3.9.21
See https://gist.github.com/pavelToman/714c9bdf387e7ecc924dbf76ae7b1a6a for a full test report.

pavelToman · 2026-02-12T12:48:54Z

Test report by @pavelToman
SUCCESS
Build succeeded for 3 out of 3 (total: 12 mins 33 secs) (3 easyconfigs in total)
node3904.accelgor.os - Linux RHEL 9.6, x86_64, AMD EPYC 7413 24-Core Processor, 1 x NVIDIA NVIDIA A100-SXM4-80GB, 590.48.01, Python 3.9.21
See https://gist.github.com/pavelToman/924b65f8b7a97479095d2bab23d4dd3f for a full test report.

pavelToman · 2026-02-12T12:49:26Z

Test report by @pavelToman
SUCCESS
Build succeeded for 3 out of 3 (total: 12 mins 59 secs) (3 easyconfigs in total)
node3303.joltik.os - Linux RHEL 9.6, x86_64, Intel(R) Xeon(R) Gold 6242 CPU @ 2.80GHz, 1 x NVIDIA Tesla V100-SXM2-32GB, 580.95.05, Python 3.9.21
See https://gist.github.com/pavelToman/cd7ca82f4733254127f319feaedf0bbc for a full test report.

pavelToman · 2026-02-12T13:00:56Z

@boegel I think this is ready to be merged and unblocks scvi-tools PR

boegel

lgtm

boegel · 2026-02-12T16:23:14Z

Going in, thanks @pavelToman!

adding easyconfigs: Lightning-2.5.6-foss-2024a-CUDA-12.6.0.eb, PyTorc…

aa2c7e9

…h-Lightning-2.5.6-foss-2024a-CUDA-12.6.0.eb, bitsandbytes-0.46.1-foss-2024a-CUDA-12.6.0.eb

pavelToman added the update label Feb 12, 2026

github-actions Bot added the 2024a issues & PRs related to 2024a common toolchains label Feb 12, 2026

This was referenced Feb 12, 2026

{ai}[foss/2024a] WhisperX v3.7.4, ONNX-Runtime v1.23.2, ONNX v1.20.0, pyannote.audio v3.4.0, torchaudio v2.7.1, ... w/ CUDA 12.6.0 #24922

Open

{ai,bio}[foss/2024a] scvi-tools v1.4.1, captum v0.8.0 w/ CUDA 12.6.0 #25022

Merged

boegel added this to the next release (5.2.1) milestone Feb 12, 2026

boegel approved these changes Feb 12, 2026

View reviewed changes

boegel merged commit b9eec48 into easybuilders:develop Feb 12, 2026
8 checks passed

Provide feedback

Saved searches

Use saved searches to filter your results more quickly

{ai}[foss/2024a] Lightning v2.5.6, PyTorch-Lightning v2.5.6, bitsandbytes v0.46.1 w/ CUDA 12.6.0#25262

{ai}[foss/2024a] Lightning v2.5.6, PyTorch-Lightning v2.5.6, bitsandbytes v0.46.1 w/ CUDA 12.6.0#25262
boegel merged 1 commit into
easybuilders:developfrom
pavelToman:20260212132942_new_pr_Lightning256

pavelToman commented Feb 12, 2026 •

edited

Loading

Uh oh!

github-actions Bot commented Feb 12, 2026

Uh oh!

pavelToman commented Feb 12, 2026

Uh oh!

pavelToman commented Feb 12, 2026

Uh oh!

pavelToman commented Feb 12, 2026

Uh oh!

pavelToman commented Feb 12, 2026 •

edited

Loading

Uh oh!

boegel left a comment •

edited

Loading

Uh oh!

boegel commented Feb 12, 2026

Uh oh!

Uh oh!

Reviewers

Assignees

Labels

Projects

Milestone

Development

Uh oh!

2 participants

Conversation

pavelToman commented Feb 12, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

Uh oh!

github-actions Bot commented Feb 12, 2026

Updated software bitsandbytes-0.46.1-foss-2024a-CUDA-12.6.0.eb

Updated software Lightning-2.5.6-foss-2024a-CUDA-12.6.0.eb

Updated software PyTorch-Lightning-2.5.6-foss-2024a-CUDA-12.6.0.eb

Uh oh!

pavelToman commented Feb 12, 2026

Uh oh!

pavelToman commented Feb 12, 2026

Uh oh!

pavelToman commented Feb 12, 2026

Uh oh!

pavelToman commented Feb 12, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

Uh oh!

boegel left a comment • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

Choose a reason for hiding this comment

Uh oh!

boegel commented Feb 12, 2026

Uh oh!

Uh oh!

Reviewers

Assignees

Labels

Projects

Milestone

Development

Uh oh!

2 participants

pavelToman commented Feb 12, 2026 •

edited

Loading

Updated software `bitsandbytes-0.46.1-foss-2024a-CUDA-12.6.0.eb`

Updated software `Lightning-2.5.6-foss-2024a-CUDA-12.6.0.eb`

Updated software `PyTorch-Lightning-2.5.6-foss-2024a-CUDA-12.6.0.eb`

pavelToman commented Feb 12, 2026 •

edited

Loading

boegel left a comment •

edited

Loading