From 95811c8873cbc50067f056ac8151242c3071b7f2 Mon Sep 17 00:00:00 2001 From: Noah Syrkis Date: Fri, 20 Mar 2026 15:15:35 +0100 Subject: [PATCH 1/2] Delete src/MaxText directory --- src/MaxText/README.md | 33 ----------------- src/MaxText/__init__.py | 45 ----------------------- src/MaxText/decode.py | 36 ------------------ src/MaxText/distillation/__init__.py | 13 ------- src/MaxText/distillation/train_distill.py | 33 ----------------- src/MaxText/maxengine_server.py | 42 --------------------- src/MaxText/rl/__init__.py | 13 ------- src/MaxText/rl/evaluate_rl.py | 29 --------------- src/MaxText/rl/train_rl.py | 36 ------------------ src/MaxText/rl/utils_rl.py | 39 -------------------- src/MaxText/sft/__init__.py | 13 ------- src/MaxText/sft/sft_trainer.py | 33 ----------------- src/MaxText/train.py | 36 ------------------ src/MaxText/train_compile.py | 36 ------------------ src/MaxText/train_tokenizer.py | 36 ------------------ 15 files changed, 473 deletions(-) delete mode 100644 src/MaxText/README.md delete mode 100644 src/MaxText/__init__.py delete mode 100644 src/MaxText/decode.py delete mode 100644 src/MaxText/distillation/__init__.py delete mode 100644 src/MaxText/distillation/train_distill.py delete mode 100644 src/MaxText/maxengine_server.py delete mode 100644 src/MaxText/rl/__init__.py delete mode 100644 src/MaxText/rl/evaluate_rl.py delete mode 100644 src/MaxText/rl/train_rl.py delete mode 100644 src/MaxText/rl/utils_rl.py delete mode 100644 src/MaxText/sft/__init__.py delete mode 100644 src/MaxText/sft/sft_trainer.py delete mode 100644 src/MaxText/train.py delete mode 100644 src/MaxText/train_compile.py delete mode 100644 src/MaxText/train_tokenizer.py diff --git a/src/MaxText/README.md b/src/MaxText/README.md deleted file mode 100644 index c720fed8b8..0000000000 --- a/src/MaxText/README.md +++ /dev/null @@ -1,33 +0,0 @@ - - -# src/MaxText - -The contents of `src/MaxText` have moved to `src/MaxText` as part of a larger -[restructuring effort in MaxText](https://github.com/AI-Hypercomputer/maxtext/blob/2790ed289c0c4cb704645d5d2ab91da26711b891/RESTRUCTURE.md). -This directory only contains shim files to temporarily support legacy commands like `python3 -m MaxText.train ...`. -These legacy commands are now deprecated and will be removed soon. Please migrate your existing commands and avoid using -legacy ones. The new command locations can be found at: - -* `MaxText.decode` → `maxtext.inference.decode` -* `MaxText.distillation.train_distill` → `maxtext.trainers.post_train.distillation.train_distill` -* `MaxText.maxengine_server` → `maxtext.inference.maxengine.maxengine_server` -* `MaxText.rl.evaluate_rl` → `maxtext.trainers.post_train.rl.evaluate_rl` -* `MaxText.rl.train_rl` → `maxtext.trainers.post_train.rl.train_rl` -* `MaxText.sft.sft_trainer` → `maxtext.trainers.post_train.sft.train_sft` -* `MaxText.train` → `maxtext.trainers.pre_train.train` -* `MaxText.train_compile` → `maxtext.trainers.pre_train.train_compile` -* `MaxText.train_tokenizer` → `maxtext.trainers.tokenizer.train_tokenizer` diff --git a/src/MaxText/__init__.py b/src/MaxText/__init__.py deleted file mode 100644 index c98371b3d5..0000000000 --- a/src/MaxText/__init__.py +++ /dev/null @@ -1,45 +0,0 @@ -# Copyright 2023–2026 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -""" -MaxText is a high performance, highly scalable, open-source LLM written in pure Python/Jax and targeting Google Cloud -TPUs and GPUs for training and inference. MaxText achieves high MFUs and scales from single host to very large clusters -while staying simple and "optimization-free" thanks to the power of Jax and the XLA compiler. -""" - -__author__ = "Google LLC" -__version__ = "0.2.1" -__description__ = ( - "MaxText is a high performance, highly scalable, open-source LLM written in pure Python/Jax and " - "targeting Google Cloud TPUs and GPUs for training and **inference." -) - -from collections.abc import Sequence - -import os -# In order to have any effect on the C++ logging this has to be set before we import anything from jax. -# When jax is imported, its `__init__.py` calls `cloud_tpu_init()`, which also initializes the C++ logger. -os.environ.setdefault("TF_CPP_MIN_LOG_LEVEL", "0") -del os - -from jax.sharding import Mesh - -from maxtext.configs import pyconfig -from maxtext.models import models -from maxtext.trainers.post_train.dpo import dpo_utils -from maxtext.utils import maxtext_utils -from maxtext.utils import model_creation_utils - -Transformer = models.Transformer -transformer_as_linen = models.transformer_as_linen diff --git a/src/MaxText/decode.py b/src/MaxText/decode.py deleted file mode 100644 index 7318184dda..0000000000 --- a/src/MaxText/decode.py +++ /dev/null @@ -1,36 +0,0 @@ -# Copyright 2023–2026 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -"""Shim for inference decode in `src/maxtext/inference/decode`.""" - -import sys -import importlib - -from absl import logging - -from maxtext.utils import max_logging - -OLD_MODULE_PATH = "MaxText.decode" -NEW_MODULE_PATH = "maxtext.inference.decode" - -if __name__ == "__main__": - try: - logging.set_verbosity(logging.INFO) - _new_module = importlib.import_module(NEW_MODULE_PATH) - if hasattr(_new_module, "main"): - max_logging.warning(f"'{OLD_MODULE_PATH}' is deprecated; use '{NEW_MODULE_PATH}' instead.\n") - _new_module.main(sys.argv) - except ImportError as e: - max_logging.error(f"Shim could not find target module: '{NEW_MODULE_PATH}'\n") - raise e diff --git a/src/MaxText/distillation/__init__.py b/src/MaxText/distillation/__init__.py deleted file mode 100644 index f3582c0090..0000000000 --- a/src/MaxText/distillation/__init__.py +++ /dev/null @@ -1,13 +0,0 @@ -# Copyright 2023–2026 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. diff --git a/src/MaxText/distillation/train_distill.py b/src/MaxText/distillation/train_distill.py deleted file mode 100644 index 1625d55102..0000000000 --- a/src/MaxText/distillation/train_distill.py +++ /dev/null @@ -1,33 +0,0 @@ -# Copyright 2023–2026 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -"""Shim for Distillation Trainer in `src/maxtext/trainers/post_train/distillation`.""" - -import sys -import importlib - -from maxtext.utils import max_logging - -OLD_MODULE_PATH = "MaxText.distillation.train_distill" -NEW_MODULE_PATH = "maxtext.trainers.post_train.distillation.train_distill" - -if __name__ == "__main__": - try: - _new_module = importlib.import_module(NEW_MODULE_PATH) - if hasattr(_new_module, "main"): - max_logging.warning(f"'{OLD_MODULE_PATH}' is deprecated; use '{NEW_MODULE_PATH}' instead.\n") - _new_module.main(sys.argv) - except ImportError as e: - max_logging.error(f"Shim could not find target module: '{NEW_MODULE_PATH}'\n") - raise e diff --git a/src/MaxText/maxengine_server.py b/src/MaxText/maxengine_server.py deleted file mode 100644 index 8638113e99..0000000000 --- a/src/MaxText/maxengine_server.py +++ /dev/null @@ -1,42 +0,0 @@ -# Copyright 2023–2026 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -"""Shim for maxengine_server in `src/maxtext/inference/maxengine/maxengine_server`.""" - -import os -import sys -import importlib - -import jax -from absl import logging - -from maxtext.configs import pyconfig -from maxtext.utils import max_logging - -OLD_MODULE_PATH = "MaxText.maxengine_server" -NEW_MODULE_PATH = "maxtext.inference.maxengine.maxengine_server" - -if __name__ == "__main__": - try: - jax.config.update("jax_default_prng_impl", "unsafe_rbg") - os.environ["TF_CPP_MIN_LOG_LEVEL"] = "0" - logging.set_verbosity(logging.INFO) - max_logging.warning(f"'{OLD_MODULE_PATH}' is deprecated; use '{NEW_MODULE_PATH}' instead.\n") - _new_module = importlib.import_module(NEW_MODULE_PATH) - if hasattr(_new_module, "main"): - cfg = pyconfig.initialize(sys.argv) - _new_module.main(cfg) - except ImportError as e: - max_logging.error(f"Shim could not find target module: '{NEW_MODULE_PATH}'\n") - raise e diff --git a/src/MaxText/rl/__init__.py b/src/MaxText/rl/__init__.py deleted file mode 100644 index 2237c9162e..0000000000 --- a/src/MaxText/rl/__init__.py +++ /dev/null @@ -1,13 +0,0 @@ -# Copyright 2023–2025 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. diff --git a/src/MaxText/rl/evaluate_rl.py b/src/MaxText/rl/evaluate_rl.py deleted file mode 100644 index 6f5a1b9ab3..0000000000 --- a/src/MaxText/rl/evaluate_rl.py +++ /dev/null @@ -1,29 +0,0 @@ -# Copyright 2023–2025 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -"""Shim for RL Evaluation in `src/maxtext/trainers/post_train/rl`.""" - -import importlib - -from maxtext.utils import max_logging - -OLD_MODULE_PATH = "MaxText.rl.evaluate_rl" -NEW_MODULE_PATH = "maxtext.trainers.post_train.rl.evaluate_rl" - -max_logging.warning(f"'{OLD_MODULE_PATH}' is deprecated; use '{NEW_MODULE_PATH}' instead.\n") -_new_module = importlib.import_module(NEW_MODULE_PATH) - -evaluate = _new_module.evaluate -generate_responses = _new_module.generate_responses -score_responses = _new_module.score_responses diff --git a/src/MaxText/rl/train_rl.py b/src/MaxText/rl/train_rl.py deleted file mode 100644 index 87fa4b229e..0000000000 --- a/src/MaxText/rl/train_rl.py +++ /dev/null @@ -1,36 +0,0 @@ -# Copyright 2023–2025 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -"""Shim for RL Trainer in `src/maxtext/trainers/post_train/rl`.""" - -import sys -import importlib - -from absl import logging - -from maxtext.utils import max_logging - -OLD_MODULE_PATH = "MaxText.rl.train_rl" -NEW_MODULE_PATH = "maxtext.trainers.post_train.rl.train_rl" - -if __name__ == "__main__": - try: - logging.set_verbosity(logging.INFO) - _new_module = importlib.import_module(NEW_MODULE_PATH) - if hasattr(_new_module, "main"): - max_logging.warning(f"'{OLD_MODULE_PATH}' is deprecated; use '{NEW_MODULE_PATH}' instead.\n") - _new_module.main(sys.argv) - except ImportError as e: - max_logging.error(f"Shim could not find target module: '{NEW_MODULE_PATH}'\n") - raise e diff --git a/src/MaxText/rl/utils_rl.py b/src/MaxText/rl/utils_rl.py deleted file mode 100644 index 49afe32e50..0000000000 --- a/src/MaxText/rl/utils_rl.py +++ /dev/null @@ -1,39 +0,0 @@ -# Copyright 2023–2025 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -"""Shim for RL Utils in `src/maxtext/trainers/post_train/rl`.""" - -import importlib - -from maxtext.utils import max_logging - -OLD_MODULE_PATH = "MaxText.rl.utils_rl" -NEW_MODULE_PATH = "maxtext.trainers.post_train.rl.utils_rl" - -max_logging.warning(f"'{OLD_MODULE_PATH}' is deprecated; use '{NEW_MODULE_PATH}' instead.\n") -_new_module = importlib.import_module(NEW_MODULE_PATH) - -# Re-export all public names for backward compatibility -SUBSTITUTIONS = _new_module.SUBSTITUTIONS -REMOVED_EXPRESSIONS = _new_module.REMOVED_EXPRESSIONS -get_match_format_regex = _new_module.get_match_format_regex -match_format_exactly = _new_module.match_format_exactly -match_format_approximately = _new_module.match_format_approximately -normalize_final_answer = _new_module.normalize_final_answer -check_answer = _new_module.check_answer -get_match_numbers_regex = _new_module.get_match_numbers_regex -check_numbers = _new_module.check_numbers -extract_hash_answer = _new_module.extract_hash_answer -get_optimizer = _new_module.get_optimizer -process_data = _new_module.process_data diff --git a/src/MaxText/sft/__init__.py b/src/MaxText/sft/__init__.py deleted file mode 100644 index 2237c9162e..0000000000 --- a/src/MaxText/sft/__init__.py +++ /dev/null @@ -1,13 +0,0 @@ -# Copyright 2023–2025 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. diff --git a/src/MaxText/sft/sft_trainer.py b/src/MaxText/sft/sft_trainer.py deleted file mode 100644 index 9a9409a3d4..0000000000 --- a/src/MaxText/sft/sft_trainer.py +++ /dev/null @@ -1,33 +0,0 @@ -# Copyright 2025 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -"""Shim for SFT Trainer in ``src/maxtext/trainers/post_train/sft``.""" - -import sys -import importlib - -from maxtext.utils import max_logging - -OLD_MODULE_PATH = "MaxText.sft.sft_trainer" -NEW_MODULE_PATH = "maxtext.trainers.post_train.sft.train_sft" - -if __name__ == "__main__": - try: - _new_module = importlib.import_module(NEW_MODULE_PATH) - if hasattr(_new_module, "main"): - max_logging.warning(f"'{OLD_MODULE_PATH}' is deprecated; use '{NEW_MODULE_PATH}' instead.\n") - _new_module.main(sys.argv) - except ImportError as e: - max_logging.error(f"Shim could not find target module: '{NEW_MODULE_PATH}'\n") - raise e diff --git a/src/MaxText/train.py b/src/MaxText/train.py deleted file mode 100644 index 8b750dde8d..0000000000 --- a/src/MaxText/train.py +++ /dev/null @@ -1,36 +0,0 @@ -# Copyright 2023–2026 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -"""Shim for pre-training trainers in `src/maxtext/trainers/pre_train`.""" - -import sys -import importlib - -from absl import logging - -from maxtext.utils import max_logging - -OLD_MODULE_PATH = "MaxText.train" -NEW_MODULE_PATH = "maxtext.trainers.pre_train.train" - -if __name__ == "__main__": - try: - logging.set_verbosity(logging.INFO) - _new_module = importlib.import_module(NEW_MODULE_PATH) - if hasattr(_new_module, "main"): - max_logging.warning(f"'{OLD_MODULE_PATH}' is deprecated; use '{NEW_MODULE_PATH}' instead.\n") - _new_module.main(sys.argv) - except ImportError as e: - max_logging.error(f"Shim could not find target module: '{NEW_MODULE_PATH}'\n") - raise e diff --git a/src/MaxText/train_compile.py b/src/MaxText/train_compile.py deleted file mode 100644 index 4247f401b1..0000000000 --- a/src/MaxText/train_compile.py +++ /dev/null @@ -1,36 +0,0 @@ -# Copyright 2023–2026 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -"""Shim for pre-training trainers in `src/maxtext/trainers/pre_train`.""" - -import sys -import importlib - -from absl import logging - -from maxtext.utils import max_logging - -OLD_MODULE_PATH = "MaxText.train_comile" -NEW_MODULE_PATH = "maxtext.trainers.pre_train.train_compile" - -if __name__ == "__main__": - try: - logging.set_verbosity(logging.INFO) - _new_module = importlib.import_module(NEW_MODULE_PATH) - if hasattr(_new_module, "main"): - max_logging.warning(f"'{OLD_MODULE_PATH}' is deprecated; use '{NEW_MODULE_PATH}' instead.\n") - _new_module.main(sys.argv) - except ImportError as e: - max_logging.error(f"Shim could not find target module: '{NEW_MODULE_PATH}'\n") - raise e diff --git a/src/MaxText/train_tokenizer.py b/src/MaxText/train_tokenizer.py deleted file mode 100644 index 43d5647ace..0000000000 --- a/src/MaxText/train_tokenizer.py +++ /dev/null @@ -1,36 +0,0 @@ -# Copyright 2023–2026 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -"""Shim for ``train_tokenizer`` in ``src/maxtext/trainers/tokenizer``.""" - -from absl import logging - -import importlib -import sys - -from maxtext.utils import max_logging - -OLD_MODULE_PATH = "MaxText.train_tokenizer" -NEW_MODULE_PATH = "maxtext.trainers.tokenizer.train_tokenizer" - -if __name__ == "__main__": - try: - logging.set_verbosity(logging.INFO) - _new_module = importlib.import_module(NEW_MODULE_PATH) - if hasattr(_new_module, "main"): - max_logging.warning(f"'{OLD_MODULE_PATH}' is deprecated; use '{NEW_MODULE_PATH}' instead.\n") - _new_module.main(sys.argv) - except ImportError as e: - max_logging.error(f"Shim could not find target module: '{NEW_MODULE_PATH}'\n") - raise e From cbf4a3e8efbd07113b3280cae598cba92561bb41 Mon Sep 17 00:00:00 2001 From: Noah Syrkis Date: Fri, 20 Mar 2026 15:36:01 +0100 Subject: [PATCH 2/2] Mac requirements fix, and move __init__.py to src/maxtext --- pyproject.toml | 16 +- .../cuda12-requirements.txt | 6 +- .../runner-requirements.txt | 2 +- .../tpu-post-train-requirements.txt | 34 +- src/maxtext/__init__.py | 45 + uv.lock | 11261 ++++++++++++++++ 6 files changed, 11340 insertions(+), 24 deletions(-) create mode 100644 src/maxtext/__init__.py create mode 100644 uv.lock diff --git a/pyproject.toml b/pyproject.toml index 840cbca67f..bfbce8d9f3 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -3,7 +3,7 @@ requires = ["hatchling", "hatch-requirements-txt"] build-backend = "hatchling.build" [tool.hatch.version] -path = "src/MaxText/__init__.py" +path = "src/maxtext/__init__.py" [project] name = "maxtext" @@ -23,7 +23,9 @@ classifiers = [ "Environment :: GPU :: NVIDIA CUDA :: 12", "Topic :: Scientific/Engineering :: Artificial Intelligence", ] -dependencies = [] +dependencies = [ + "jax>=0.9.2", +] [tool.hatch.metadata.hooks.requirements_txt.optional-dependencies] tpu = ["src/dependencies/requirements/generated_requirements/tpu-requirements.txt"] @@ -39,8 +41,16 @@ Repository = "https://github.com/AI-Hypercomputer/maxtext.git" [tool.hatch.metadata] allow-direct-references = true +[tool.uv] +conflicts = [ + [ + { extra = "cuda12" }, + { extra = "tpu-post-train" }, + ], +] + [tool.hatch.build.targets.wheel] -packages = ["src/MaxText", "src/maxtext", "src/dependencies/github_deps", "src/dependencies"] +packages = ["src/maxtext", "src/dependencies/github_deps", "src/dependencies"] # TODO: Add this hook back when it handles device-type parsing # [tool.hatch.build.targets.wheel.hooks.custom] diff --git a/src/dependencies/requirements/generated_requirements/cuda12-requirements.txt b/src/dependencies/requirements/generated_requirements/cuda12-requirements.txt index 364465d935..6378d05b8d 100644 --- a/src/dependencies/requirements/generated_requirements/cuda12-requirements.txt +++ b/src/dependencies/requirements/generated_requirements/cuda12-requirements.txt @@ -233,9 +233,9 @@ toml>=0.10.2 tomlkit>=0.13.3 toolz>=1.1.0 tqdm>=4.67.1 -transformer-engine-cu12>=2.9.0 -transformer-engine-jax>=2.9.0 -transformer-engine>=2.9.0 +transformer-engine-cu12>=2.9.0 ; sys_platform == 'linux' +transformer-engine-jax>=2.9.0 ; sys_platform == 'linux' +transformer-engine>=2.9.0 ; sys_platform == 'linux' transformers>=4.57.3 treescope>=0.1.10 typeguard>=2.13.3 diff --git a/src/dependencies/requirements/generated_requirements/runner-requirements.txt b/src/dependencies/requirements/generated_requirements/runner-requirements.txt index 557642a685..4be9455cd0 100644 --- a/src/dependencies/requirements/generated_requirements/runner-requirements.txt +++ b/src/dependencies/requirements/generated_requirements/runner-requirements.txt @@ -71,7 +71,7 @@ mpmath>=1.3.0 namex>=0.1.0 numpy-typing-compat>=20251206.2.0 numpy>=2.0.2 -nvidia-cuda-cccl>=13.1.115 +nvidia-cuda-cccl>=13.1.115 ; sys_platform == 'linux' oauthlib>=3.3.1 omegaconf>=2.3.0 opt-einsum>=3.4.0 diff --git a/src/dependencies/requirements/generated_requirements/tpu-post-train-requirements.txt b/src/dependencies/requirements/generated_requirements/tpu-post-train-requirements.txt index 60dcb1eb86..e1c1686891 100644 --- a/src/dependencies/requirements/generated_requirements/tpu-post-train-requirements.txt +++ b/src/dependencies/requirements/generated_requirements/tpu-post-train-requirements.txt @@ -164,7 +164,7 @@ lark>=1.2.2 latex2sympy2_extended>=1.11.0 libclang>=18.1.1 libcst>=1.8.6 -libtpu>=0.0.32 +libtpu>=0.0.32 ; platform_machine == 'x86_64' and sys_platform == 'linux' llguidance>=1.3.0 llvmlite>=0.45.1 lm-format-enforcer>=0.11.3 @@ -204,21 +204,21 @@ nodeenv>=1.9.1 numba>=0.62.1 numpy>=2.2.6 numpy-typing-compat>=20250818.2.2 -nvidia-cublas-cu12>=12.8.4.1 -nvidia-cuda-cupti-cu12>=12.8.90 -nvidia-cuda-nvrtc-cu12>=12.8.93 -nvidia-cuda-runtime-cu12>=12.8.90 -nvidia-cudnn-cu12>=9.10.2.21 -nvidia-cufft-cu12>=11.3.3.83 -nvidia-cufile-cu12>=1.13.1.3 -nvidia-curand-cu12>=10.3.9.90 -nvidia-cusolver-cu12>=11.7.3.90 -nvidia-cusparse-cu12>=12.5.8.93 -nvidia-cusparselt-cu12>=0.7.1 -nvidia-nccl-cu12>=2.27.5 -nvidia-nvjitlink-cu12>=12.8.93 -nvidia-nvshmem-cu12>=3.3.20 -nvidia-nvtx-cu12>=12.8.90 +nvidia-cublas-cu12>=12.8.4.1 ; sys_platform == 'linux' +nvidia-cuda-cupti-cu12>=12.8.90 ; sys_platform == 'linux' +nvidia-cuda-nvrtc-cu12>=12.8.93 ; sys_platform == 'linux' +nvidia-cuda-runtime-cu12>=12.8.90 ; sys_platform == 'linux' +nvidia-cudnn-cu12>=9.10.2.21 ; sys_platform == 'linux' +nvidia-cufft-cu12>=11.3.3.83 ; sys_platform == 'linux' +nvidia-cufile-cu12>=1.13.1.3 ; sys_platform == 'linux' +nvidia-curand-cu12>=10.3.9.90 ; sys_platform == 'linux' +nvidia-cusolver-cu12>=11.7.3.90 ; sys_platform == 'linux' +nvidia-cusparse-cu12>=12.5.8.93 ; sys_platform == 'linux' +nvidia-cusparselt-cu12>=0.7.1 ; sys_platform == 'linux' +nvidia-nccl-cu12>=2.27.5 ; sys_platform == 'linux' +nvidia-nvjitlink-cu12>=12.8.93 ; sys_platform == 'linux' +nvidia-nvshmem-cu12>=3.3.20 ; sys_platform == 'linux' +nvidia-nvtx-cu12>=12.8.90 ; sys_platform == 'linux' oauthlib>=3.3.1 omegaconf>=2.3.0 openai>=2.24.0 @@ -369,7 +369,7 @@ tqdm>=4.67.3 traitlets>=5.14.3 transformers>=4.57.1 treescope>=0.1.10 -triton>=3.5.0 +triton>=3.5.0 ; sys_platform == 'linux' typeguard>=2.13.3 typer>=0.24.1 typing-inspect>=0.9.0 diff --git a/src/maxtext/__init__.py b/src/maxtext/__init__.py new file mode 100644 index 0000000000..b4238aad09 --- /dev/null +++ b/src/maxtext/__init__.py @@ -0,0 +1,45 @@ +# Copyright 2023–2026 Google LLC +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# https://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +""" +MaxText is a high performance, highly scalable, open-source LLM written in pure Python/Jax and targeting Google Cloud +TPUs and GPUs for training and inference. MaxText achieves high MFUs and scales from single host to very large clusters +while staying simple and "optimization-free" thanks to the power of Jax and the XLA compiler. +""" + +__author__ = "Google LLC" +__version__ = "0.2.1" +__description__ = ( + "MaxText is a high performance, highly scalable, open-source LLM written in pure Python/Jax and " + "targeting Google Cloud TPUs and GPUs for training and **inference." +) + +from collections.abc import Sequence + +import os +# In order to have any effect on the C++ logging this has to be set before we import anything from jax. +# When jax is imported, its `__init__.py` calls `cloud_tpu_init()`, which also initializes the C++ logger. +os.environ.setdefault("TF_CPP_MIN_LOG_LEVEL", "0") +del os + +from jax.sharding import Mesh + +from maxtext.configs import pyconfig +from maxtext.models import models +from maxtext.trainers.post_train.dpo import dpo_utils +from maxtext.utils import maxtext_utils +from maxtext.utils import 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"google-cloud-resource-manager" }, + { name = "google-cloud-storage" }, + { name = "google-crc32c" }, + { name = "google-genai" }, + { name = "google-pasta" }, + { name = "google-resumable-media" }, + { name = "googleapis-common-protos" }, + { name = "grain" }, + { name = "grpc-google-iam-v1" }, + { name = "grpcio" }, + { name = "grpcio-status" }, + { name = "gviz-api" }, + { name = "h11" }, + { name = "h5py" }, + { name = "hf-xet", marker = "platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'arm64' or platform_machine == 'x86_64'" }, + { name = "httpcore" }, + { name = "httplib2" }, + { name = "httpx" }, + { name = "huggingface-hub" }, + { name = "humanize" }, + { name = "hypothesis" }, + { name = "identify" }, + { name = "idna" }, + { name = "immutabledict" }, + { name = "importlab" }, + { name = "importlib-metadata" }, + { name = "importlib-resources" }, + { name = "iniconfig" }, + { name = "isort" }, + { name = "jaraco-functools" }, + { name = "jax" }, + { name = "jax-cuda12-pjrt", marker = "sys_platform == 'linux'" }, + { name = "jax-cuda12-plugin", marker = "sys_platform == 'linux'" }, + { name = "jaxlib" }, + { name = "jaxtyping" }, + { name = "jinja2" }, + { name = "joblib" }, + { name = "jsonlines" }, + { name = "keras" }, + { name = "kiwisolver" }, + { name = "libclang" }, + { name = "libcst" }, + { name = "lxml" }, + { name = "markdown" }, + { name = "markdown-it-py" }, + { name = "markupsafe" }, + { name = "matplotlib" }, + { name = "mccabe" }, + { name = "mdurl" }, + { name = "ml-collections" }, + { name = "ml-dtypes" }, + { name = "ml-goodput-measurement" }, + { name = "more-itertools" }, + { name = "mpmath" }, + { name = "msgpack" }, + { name = "msgspec" }, + { name = "multidict" }, + { name = "multiprocess" }, + { name = "mypy-extensions" }, + { name = "namex" }, + { name = "nest-asyncio" }, + { name = "networkx" }, + { name = "ninja" }, + { name = "nltk" }, + { name = "nodeenv" }, + { name = "numpy" }, + { name = "numpy-typing-compat" }, + { name = "nvidia-cublas-cu12", version = "12.9.1.4", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'linux'" }, + { name = "nvidia-cuda-cupti-cu12", version = "12.9.79", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'linux'" }, + { name = "nvidia-cuda-nvcc-cu12", marker = "sys_platform == 'linux'" }, + { name = "nvidia-cuda-nvrtc-cu12", version = "12.9.86", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'linux'" }, + { name = "nvidia-cuda-runtime-cu12", version = "12.9.79", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'linux'" }, + { name = "nvidia-cudnn-cu12", version = "9.20.0.48", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'linux'" }, + { name = "nvidia-cufft-cu12", version = "11.4.1.4", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'linux'" }, + { name = "nvidia-cusolver-cu12", version = "11.7.5.82", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'linux'" }, + { name = "nvidia-cusparse-cu12", version = "12.5.10.65", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'linux'" }, + { name = "nvidia-nccl-cu12", version = "2.29.7", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'linux'" }, + { name = "nvidia-nvjitlink-cu12", version = "12.9.86", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'linux'" }, + { name = "nvidia-nvshmem-cu12", version = "3.5.21", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'linux'" }, + { name = "oauthlib" }, + { name = "omegaconf" }, + { name = "opentelemetry-api" }, + { name = "opt-einsum" }, + { name = "optax" }, + { name = "optree" }, + { name = "optype" }, + { name = "orbax-checkpoint" }, + { name = "packaging" }, + { name = "pandas" }, + { name = "parameterized" }, + { name = "pathspec" }, + { name = "pathwaysutils" }, + { name = "pillow" }, + { name = "platformdirs" }, + { name = "pluggy" }, + { name = "portpicker" }, + { name = "pre-commit" }, + { name = "prometheus-client" }, + { name = "promise" }, + { name = "propcache" }, + { name = "proto-plus" }, + { name = "protobuf" }, + { name = "psutil" }, + { name = "pyarrow" }, + { name = "pyasn1" }, + { name = "pyasn1-modules" }, + { name = "pycnite" }, + { name = "pycryptodomex" }, + { name = "pydantic" }, + { name = "pydantic-core" }, + { name = "pydot" }, + { name = "pyelftools" }, + { name = "pyglove" }, + { name = "pygments" }, + { name = "pyink" }, + { name = "pylint" }, + { name = "pyparsing" }, + { name = "pyproject-hooks" }, + { name = "pytest" }, + { name = "pytest-xdist" }, + { name = "python-dateutil" }, + { name = "pytype" }, + { name = "pytz" }, + { name = "pyyaml" }, + { name = "qwix" }, + { name = "regex" }, + { name = "requests" }, + { name = "requests-oauthlib" }, + { name = "rich" }, + { name = "rsa" }, + { name = "safetensors" }, + { name = "scipy" }, + { name = "scipy-stubs" }, + { name = "sentencepiece" }, + { name = "seqio" }, + { name = "setuptools" }, + { name = "shapely" }, + { name = "shortuuid" }, + { name = "simple-parsing" }, + { name = "simplejson" }, + { name = "six" }, + { name = "sniffio" }, + { name = "sortedcontainers" }, + { name = "starlette" }, + { name = "sympy" }, + { name = "tabulate" }, + { name = "tenacity" }, + { name = "tensorboard" }, + { name = "tensorboard-data-server" }, + { name = "tensorboard-plugin-profile" }, + { name = "tensorboardx" }, + { name = "tensorflow" }, + { name = "tensorflow-datasets" }, + { name = "tensorflow-metadata" }, + { name = "tensorflow-text" }, + { name = "tensorstore" }, + { name = "termcolor" }, + { name = "tiktoken" }, + { name = "tokamax" }, + { name = "tokenizers" }, + { name = "toml" }, + { name = "tomlkit" }, + { name = "toolz" }, + { name = "tqdm" }, + { name = "transformer-engine", marker = "sys_platform == 'linux'" }, + { name = "transformer-engine-cu12", marker = "sys_platform == 'linux'" }, + { name = "transformer-engine-jax", marker = "sys_platform == 'linux'" }, + { name = "transformers" }, + { name = "treescope" }, + { name = "typeguard" }, + { name = "typing-extensions" }, + { name = "typing-inspection" }, + { name = "tzdata" }, + { name = "uritemplate" }, + { name = "urllib3" }, + { name = "uvicorn" }, + { name = "uvloop" }, + { name = "virtualenv" }, + { name = "wadler-lindig" }, + { name = "websockets" }, + { name = "werkzeug" }, + { name = "wheel" }, + { name = "wrapt" }, + { name = "xprof" }, + { name = "xxhash" }, + { name = "yarl" }, + { name = "zipp" }, + { name = "zstandard" }, +] +docs = [ + { name = "jax" }, + { name = "myst-nb" }, + { name = "myst-parser", extra = ["linkify"] }, + { name = "sphinx" }, + { name = "sphinx-book-theme" }, + { name = "sphinx-copybutton" }, + { name = "sphinx-design" }, +] +runner = [ + { name = "absl-py" }, + { name = "annotated-types" }, + { name = "antlr4-python3-runtime" }, + { name = "anyio" }, + { name = "astunparse" }, + { name = "attrs" }, + { name = "auditwheel" }, + { name = "build" }, + { name = "certifi" }, + { name = "cffi", marker = "platform_python_implementation != 'PyPy' or (extra == 'extra-7-maxtext-cuda12' and extra == 'extra-7-maxtext-tpu-post-train')" }, + { name = "charset-normalizer" }, + { name = "cloud-accelerator-diagnostics" }, + { name = "cloudpickle" }, + { name = "colorama" }, + { name = "contourpy" }, + { name = "cryptography" }, + { name = "cycler" }, + { name = "distro" }, + { name = "docker" }, + { name = "docstring-parser" }, + { name = "durationpy" }, + { name = "etils" }, + { name = "execnet" }, + { name = "filelock" }, + { name = "flatbuffers" }, + { name = "fonttools" }, + { name = "fsspec" }, + { name = "gast" }, + { name = "google-api-core" }, + { name = "google-auth" }, + { name = "google-cloud-aiplatform" }, + { name = "google-cloud-bigquery" }, + { name = "google-cloud-common" }, + { name = "google-cloud-core" }, + { name = "google-cloud-filestore" }, + { name = "google-cloud-resource-manager" }, + { name = "google-cloud-storage" }, + { name = "google-crc32c" }, + { name = "google-genai" }, + { name = "google-pasta" }, + { name = "google-resumable-media" }, + { name = "googleapis-common-protos" }, + { name = "grpc-google-iam-v1" }, + { name = "grpcio" }, + { name = "grpcio-status" }, + { name = "gviz-api" }, + { name = "h11" }, + { name = "h5py" }, + { name = "httpcore" }, + { name = "httpx" }, + { name = "hypothesis" }, + { name = "idna" }, + { name = "importlib-resources" }, + { name = "iniconfig" }, + { name = "jaxlib" }, + { name = "keras" }, + { name = "kiwisolver" }, + { name = "kubernetes" }, + { name = "libclang" }, + { name = "libtpu", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'extra-7-maxtext-cuda12' and extra == 'extra-7-maxtext-tpu-post-train') or (sys_platform != 'linux' and extra == 'extra-7-maxtext-cuda12' and extra == 'extra-7-maxtext-tpu-post-train')" }, + { name = "markdown" }, + { name = "markdown-it-py" }, + { name = "markupsafe" }, + { name = "matplotlib" }, + { name = "mdurl" }, + { name = "ml-dtypes" }, + { name = "mpmath" }, + { name = "namex" }, + { name = "numpy" }, + { name = "numpy-typing-compat" }, + { name = "nvidia-cuda-cccl", marker = "sys_platform == 'linux' or (extra == 'extra-7-maxtext-cuda12' and extra == 'extra-7-maxtext-tpu-post-train')" }, + { name = "oauthlib" }, + { name = "omegaconf" }, + { name = "opt-einsum" }, + { name = "optree" }, + { name = "optype" }, + { name = "packaging" }, + { name = "pillow" }, + { name = "pluggy" }, + { name = "portpicker" }, + { name = "proto-plus" }, + { name = "protobuf" }, + { name = "psutil" }, + { name = "pyasn1" }, + { name = "pyasn1-modules" }, + { name = "pycparser", marker = "(implementation_name != 'PyPy' and platform_python_implementation != 'PyPy') or (implementation_name == 'PyPy' and extra == 'extra-7-maxtext-cuda12' and extra == 'extra-7-maxtext-tpu-post-train') or (platform_python_implementation == 'PyPy' and extra == 'extra-7-maxtext-cuda12' and extra == 'extra-7-maxtext-tpu-post-train')" }, + { name = "pydantic" }, + { name = "pydantic-core" }, + { name = "pyelftools" }, + { name = "pygments" }, + { name = "pyparsing" }, + { name = "pyproject-hooks" }, + { name = "pytest" }, + { name = "pytest-xdist" }, + { name = "python-dateutil" }, + { name = "pywin32", marker = "sys_platform == 'win32' or (extra == 'extra-7-maxtext-cuda12' and extra == 'extra-7-maxtext-tpu-post-train')" }, + { name = "pyyaml" }, + { name = "requests" }, + { name = "requests-oauthlib" }, + { name = "rich" }, + { name = "rsa" }, + { name = "ruamel-yaml" }, + { name = "scipy" }, + { name = "scipy-stubs" }, + { name = "setuptools" }, + { name = "six" }, + { name = "sniffio" }, + { name = "sortedcontainers" }, + { name = "tabulate" }, + { name = "tenacity" }, + { name = "tensorboard-data-server" }, + { name = "tensorboard-plugin-profile" }, + { name = "tensorstore" }, + { name = "termcolor" }, + { name = "typing-extensions" }, + { name = "typing-inspection" }, + { name = "urllib3" }, + { name = "websocket-client" }, + { name = "websockets" }, + { name = "werkzeug" }, + { name = "wheel" }, + { name = "xpk" }, + { name = "zipp" }, + { name = "zstandard" }, +] +tpu = [ + { name = "absl-py" }, + { name = "aiofiles" }, + { name = "aiohappyeyeballs" }, + { name = "aiohttp" }, + { name = "aiosignal" }, + { name = "annotated-doc" }, + { name = "annotated-types" }, + { name = "antlr4-python3-runtime" }, + { name = "anyio" }, + { name = "aqtp" }, + { name = "array-record" }, + { name = "astroid" }, + { name = "astunparse" }, + { name = "attrs" }, + { name = "auditwheel" }, + { name = "black" }, + { name = "blobfile" }, + { name = "build" }, + { name = "cachetools" }, + { name = "certifi" }, + { name = "cfgv" }, + { name = "charset-normalizer" }, + { name = "cheroot" }, + { name = "chex" }, + { name = "click" }, + { name = "cloud-accelerator-diagnostics" }, + { name = "cloud-tpu-diagnostics" }, + { name = "cloudpickle" }, + { name = "clu" }, + { name = "colorama" }, + { name = "contourpy" }, + { name = "coverage" }, + { name = "cycler" }, + { name = "dacite" }, + { name = "datasets" }, + { name = "decorator" }, + { name = "dill" }, + { name = "distlib" }, + { name = "dm-tree" }, + { name = "docstring-parser" }, + { name = "drjax" }, + { name = "editdistance" }, + { name = "einops" }, + { name = "einshape" }, + { name = "etils" }, + { name = "evaluate" }, + { name = "execnet" }, + { name = "fastapi" }, + { name = "filelock" }, + { name = "flatbuffers" }, + { name = "flax" }, + { name = "fonttools" }, + { name = "frozenlist" }, + { name = "fsspec" }, + { name = "gast" }, + { name = "gcsfs" }, + { name = "google-api-core" }, + { name = "google-api-python-client" }, + { name = "google-auth" }, + { name = "google-auth-httplib2" }, + { name = "google-auth-oauthlib" }, + { name = "google-cloud-aiplatform" }, + { name = "google-cloud-appengine-logging" }, + { name = "google-cloud-audit-log" }, + { name = "google-cloud-bigquery" }, + { name = "google-cloud-core" }, + { name = "google-cloud-logging" }, + { name = "google-cloud-mldiagnostics" }, + { name = "google-cloud-monitoring" }, + { name = "google-cloud-resource-manager" }, + { name = "google-cloud-storage" }, + { name = "google-crc32c" }, + { name = "google-genai" }, + { name = "google-pasta" }, + { name = "google-resumable-media" }, + { name = "google-tunix" }, + { name = "googleapis-common-protos" }, + { name = "grain" }, + { name = "grpc-google-iam-v1" }, + { name = "grpcio" }, + { name = "grpcio-status" }, + { name = "gspread" }, + { name = "gviz-api" }, + { name = "h11" }, + { name = "h5py" }, + { name = "hf-transfer" }, + { name = "hf-xet", marker = "platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'arm64' or platform_machine == 'x86_64' or (extra == 'extra-7-maxtext-cuda12' and extra == 'extra-7-maxtext-tpu-post-train')" }, + { name = "httpcore" }, + { name = "httplib2" }, + { name = "httpx" }, + { name = "huggingface-hub" }, + { name = "humanize" }, + { name = "hypothesis" }, + { name = "identify" }, + { name = "idna" }, + { name = "immutabledict" }, + { name = "importlab" }, + { name = "importlib-metadata" }, + { name = "importlib-resources" }, + { name = "iniconfig" }, + { name = "isort" }, + { name = "jaraco-functools" }, + { name = "jax" }, + { name = "jaxlib" }, + { name = "jaxtyping" }, + { name = "jinja2" }, + { name = "joblib" }, + { name = "jsonlines" }, + { name = "kagglehub" }, + { name = "keras" }, + { name = "kiwisolver" }, + { name = "libclang" }, + { name = "libcst" }, + { name = "libtpu", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'extra-7-maxtext-cuda12' and extra == 'extra-7-maxtext-tpu-post-train') or (sys_platform != 'linux' and extra == 'extra-7-maxtext-cuda12' and extra == 'extra-7-maxtext-tpu-post-train')" }, + { name = "llvmlite" }, + { name = "lxml" }, + { name = "markdown" }, + { name = "markdown-it-py" }, + { name = "markupsafe" }, + { name = "math-verify" }, + { name = "matplotlib" }, + { name = "mccabe" }, + { name = "mdurl" }, + { name = "ml-collections" }, + { name = "ml-dtypes" }, + { name = "ml-goodput-measurement" }, + { name = "more-itertools" }, + { name = "mpmath" }, + { name = "msgpack" }, + { name = "msgspec" }, + { name = "multidict" }, + { name = "multiprocess" }, + { name = "mypy-extensions" }, + { name = "namex" }, + { name = "nest-asyncio" }, + { name = "networkx" }, + { name = "ninja" }, + { name = "nltk" }, + { name = "nodeenv" }, + { name = "numba" }, + { name = "numpy" }, + { name = "numpy-typing-compat" }, + { name = "oauthlib" }, + { name = "omegaconf" }, + { name = "opentelemetry-api" }, + { name = "opt-einsum" }, + { name = "optax" }, + { name = "optree" }, + { name = "optype" }, + { name = "orbax-checkpoint" }, + { name = "packaging" }, + { name = "pandas" }, + { name = "parameterized" }, + { name = "pathspec" }, + { name = "pathwaysutils" }, + { name = "pillow" }, + { name = "platformdirs" }, + { name = "pluggy" }, + { name = "portpicker" }, + { name = "pre-commit" }, + { name = "prometheus-client" }, + { name = "promise" }, + { name = "propcache" }, + { name = "proto-plus" }, + { name = "protobuf" }, + { name = "psutil" }, + { name = "pyarrow" }, + { name = "pyasn1" }, + { name = "pyasn1-modules" }, + { name = "pycnite" }, + { name = "pycryptodomex" }, + { name = "pydantic" }, + { name = "pydantic-core" }, + { name = "pydot" }, + { name = "pyelftools" }, + { name = "pyglove" }, + { name = "pygments" }, + { name = "pyink" }, + { name = "pylint" }, + { name = "pyparsing" }, + { name = "pyproject-hooks" }, + { name = "pytest" }, + { name = "pytest-xdist" }, + { name = "python-dateutil" }, + { name = "python-dotenv" }, + { name = "pytype" }, + { name = "pytz" }, + { name = "pyyaml" }, + { name = "qwix" }, + { name = "regex" }, + { name = "requests" }, + { name = "requests-oauthlib" }, + { name = "rich" }, + { name = "rsa" }, + { name = "safetensors" }, + { name = "scipy" }, + { name = "scipy-stubs" }, + { name = "sentencepiece" }, + { name = "seqio" }, + { name = "setuptools" }, + { name = "shapely" }, + { name = "shortuuid" }, + { name = "simple-parsing" }, + { name = "simplejson" }, + { name = "six" }, + { name = "sniffio" }, + { name = "sortedcontainers" }, + { name = "starlette" }, + { name = "sympy" }, + { name = "tabulate" }, + { name = "tenacity" }, + { name = "tensorboard" }, + { name = "tensorboard-data-server" }, + { name = "tensorboard-plugin-profile" }, + { name = "tensorboardx" }, + { name = "tensorflow" }, + { name = "tensorflow-datasets" }, + { name = "tensorflow-metadata" }, + { name = "tensorflow-text" }, + { name = "tensorstore" }, + { name = "termcolor" }, + { name = "tiktoken" }, + { name = "tokamax" }, + { name = "tokenizers" }, + { name = "toml" }, + { name = "tomlkit" }, + { name = "toolz" }, + { name = "tqdm" }, + { name = "transformers" }, + { name = "treescope" }, + { name = "typeguard" }, + { name = "typing-extensions" }, + { name = "typing-inspection" }, + { name = "tzdata" }, + { name = "uritemplate" }, + { name = "urllib3" }, + { name = "uvicorn" }, + { name = "uvloop" }, + { name = "virtualenv" }, + { name = "wadler-lindig" }, + { name = "websockets" }, + { name = "werkzeug" }, + { name = "wheel" }, + { name = "wrapt" }, + { name = "xprof" }, + { name = "xxhash" }, + { name = "yarl" }, + { name = "zipp" }, + { name = "zstandard" }, +] +tpu-post-train = [ + { name = "absl-py" }, + { name = "aiofiles" }, + { name = "aiohappyeyeballs" }, + { name = "aiohttp" }, + { name = "aiohttp-cors" }, + { name = "aiosignal" }, + { name = "annotated-doc" }, + { name = "annotated-types" }, + { name = "anthropic" }, + { name = "antlr4-python3-runtime" }, + { name = "anyio" }, + { name = "aqtp" }, + { name = "array-record" }, + { name = "astor" }, + { name = "astroid" }, + { name = "asttokens" }, + { name = "astunparse" }, + { name = "attrs" }, + { name = "auditwheel" }, + { name = "black" }, + { name = "blake3" }, + { name = "blobfile" }, + { name = "boto3" }, + { name = "botocore" }, + { name = "build" }, + { name = "cachetools" }, + { name = "cbor2" }, + { name = "certifi" }, + { name = "cffi" }, + { name = "cfgv" }, + { name = "charset-normalizer" }, + { name = "cheroot" }, + { name = "chex" }, + { name = "click" }, + { name = "cloud-accelerator-diagnostics" }, + { name = "cloud-tpu-diagnostics" }, + { name = "cloudpickle" }, + { name = "clu" }, + { name = "cmake" }, + { name = "colorama" }, + { name = "colorful" }, + { name = "comm" }, + { name = "compressed-tensors" }, + { name = "contourpy" }, + { name = "coverage" }, + { name = "cryptography" }, + { name = "cycler" }, + { name = "dacite" }, + { name = "dataclasses-json" }, + { name = "datasets" }, + { name = "debugpy" }, + { name = "decorator" }, + { name = "depyf" }, + { name = "dill" }, + { name = "diskcache" }, + { name = "distlib" }, + { name = "distro" }, + { name = "dm-tree" }, + { name = "dnspython" }, + { name = "docstring-parser" }, + { name = "drjax" }, + { name = "editdistance" }, + { name = "einops" }, + { name = "einshape" }, + { name = "email-validator" }, + { name = "entrypoints" }, + { name = "etils" }, + { name = "evaluate" }, + { name = "execnet" }, + { name = "executing" }, + { name = "fastapi" }, + { name = "fastapi-cli" }, + { name = "fastapi-cloud-cli" }, + { name = "fastar" }, + { name = "fastjsonschema" }, + { name = "filelock" }, + { name = "flatbuffers" }, + { name = "flax" }, + { name = "fonttools" }, + { name = "frozenlist" }, + { name = "fsspec" }, + { name = "gast" }, + { name = "gcsfs" }, + { name = "gguf" }, + { name = "google-api-core" }, + { name = "google-api-python-client" }, + { name = 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}, + { name = "sentry-sdk" }, + { name = "seqio" }, + { name = "setproctitle" }, + { name = "setuptools" }, + { name = "setuptools-scm" }, + { name = "shapely" }, + { name = "shellingham" }, + { name = "shortuuid" }, + { name = "simple-parsing" }, + { name = "simplejson" }, + { name = "six" }, + { name = "smart-open" }, + { name = "sniffio" }, + { name = "sortedcontainers" }, + { name = "sse-starlette" }, + { name = "stack-data" }, + { name = "starlette" }, + { name = "supervisor" }, + { name = "sympy" }, + { name = "tabulate" }, + { name = "tenacity" }, + { name = "tensorboard" }, + { name = "tensorboard-data-server" }, + { name = "tensorboard-plugin-profile" }, + { name = "tensorboardx" }, + { name = "tensorflow" }, + { name = "tensorflow-datasets" }, + { name = "tensorflow-metadata" }, + { name = "tensorflow-text" }, + { name = "tensorstore" }, + { name = "termcolor" }, + { name = "tiktoken" }, + { name = "tokamax" }, + { name = "tokenizers" }, + { name = "toml" }, + { name = 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