From 268543a3be20aa8de662761bb36645cbb5ff8f5b Mon Sep 17 00:00:00 2001 From: Eric Tang <46737979+erictang000@users.noreply.github.com> Date: Tue, 28 Jan 2025 21:10:19 -0800 Subject: [PATCH] Ray Train Axolotl Integration (#2251) * current not clean working version move torch trainer to do_cli update code with config changes and clean up edit config cleanup add run name to trainer * address comments * use axolotl train in multigpu tests and add ray tests for multi-gpu * accelerate uses underscores for main_process_port arg * chore: lint * fix order of accelerate args * include ray train in docker images * current not clean working version move torch trainer to do_cli update code with config changes and clean up edit config cleanup add run name to trainer * address comments * use axolotl train in multigpu tests and add ray tests for multi-gpu * accelerate uses underscores for main_process_port arg * chore: lint * fix order of accelerate args * include ray train in docker images * fix bf16 resolution behavior * move dtype logic * x Signed-off-by: SumanthRH * rename Signed-off-by: SumanthRH * add to sidebar Signed-off-by: SumanthRH * Apply suggestions from code review Co-authored-by: Eric Tang <46737979+erictang000@users.noreply.github.com> * Update docs/ray-integration.qmd Co-authored-by: Eric Tang <46737979+erictang000@users.noreply.github.com> * pre-commit fixes Signed-off-by: SumanthRH * use output_dir instead of hardcoded saves path Co-authored-by: NanoCode012 * bugfix storage dir * change type\ for resources_per_worker --------- Signed-off-by: SumanthRH Co-authored-by: Wing Lian Co-authored-by: SumanthRH Co-authored-by: Sumanth R Hegde <39546518+SumanthRH@users.noreply.github.com> Co-authored-by: Wing Lian Co-authored-by: NanoCode012 --- _quarto.yml | 1 + cicd/Dockerfile.jinja | 4 +- docker/Dockerfile | 4 +- docs/images/ray-cluster-dashboard.png | Bin 0 -> 299281 bytes docs/ray-integration.qmd | 93 ++++++++++++ examples/llama-3/lora-1b-ray.yml | 79 ++++++++++ setup.py | 3 + src/axolotl/cli/args.py | 2 + src/axolotl/cli/main.py | 17 ++- src/axolotl/cli/train.py | 44 +++++- src/axolotl/train.py | 4 +- src/axolotl/utils/config/__init__.py | 69 +++++---- .../config/models/input/v0_4_1/__init__.py | 25 ++++ tests/e2e/multigpu/test_llama.py | 100 +++++-------- tests/e2e/multigpu/test_qwen2.py | 10 +- tests/e2e/multigpu/test_ray.py | 137 ++++++++++++++++++ 16 files changed, 492 insertions(+), 100 deletions(-) create mode 100644 docs/images/ray-cluster-dashboard.png create mode 100644 docs/ray-integration.qmd create mode 100644 examples/llama-3/lora-1b-ray.yml create mode 100644 tests/e2e/multigpu/test_ray.py diff --git a/_quarto.yml b/_quarto.yml index acb487258..8eb79f651 100644 --- a/_quarto.yml +++ b/_quarto.yml @@ -38,6 +38,7 @@ website: - docs/multi-node.qmd - docs/unsloth.qmd - docs/amd_hpc.qmd + - docs/ray-integration.qmd - section: "Dataset Formats" contents: docs/dataset-formats/* - section: "Reference" diff --git a/cicd/Dockerfile.jinja b/cicd/Dockerfile.jinja index 641bd90b6..a90016ee4 100644 --- a/cicd/Dockerfile.jinja +++ b/cicd/Dockerfile.jinja @@ -32,9 +32,9 @@ RUN if [ "$NIGHTLY_BUILD" = "true" ] ; then \ fi RUN if [ "$AXOLOTL_EXTRAS" != "" ] ; then \ - pip install --no-build-isolation -e .[deepspeed,flash-attn,optimizers,$AXOLOTL_EXTRAS] $AXOLOTL_ARGS; \ + pip install --no-build-isolation -e .[deepspeed,flash-attn,optimizers,ray,$AXOLOTL_EXTRAS] $AXOLOTL_ARGS; \ else \ - pip install --no-build-isolation -e .[deepspeed,flash-attn,optimizers] $AXOLOTL_ARGS; \ + pip install --no-build-isolation -e .[deepspeed,flash-attn,optimizers,ray] $AXOLOTL_ARGS; \ fi RUN python scripts/unsloth_install.py | sh diff --git a/docker/Dockerfile b/docker/Dockerfile index 6b6baf751..aaaff23ef 100644 --- a/docker/Dockerfile +++ b/docker/Dockerfile @@ -20,9 +20,9 @@ WORKDIR /workspace/axolotl # If AXOLOTL_EXTRAS is set, append it in brackets RUN if [ "$AXOLOTL_EXTRAS" != "" ] ; then \ - pip install --no-build-isolation -e .[deepspeed,flash-attn,optimizers,$AXOLOTL_EXTRAS] $AXOLOTL_ARGS; \ + pip install --no-build-isolation -e .[deepspeed,flash-attn,optimizers,ray,$AXOLOTL_EXTRAS] $AXOLOTL_ARGS; \ else \ - pip install --no-build-isolation -e .[deepspeed,flash-attn,optimizers] $AXOLOTL_ARGS; \ + pip install --no-build-isolation -e .[deepspeed,flash-attn,optimizers,ray] $AXOLOTL_ARGS; \ fi RUN python scripts/unsloth_install.py | sh diff --git a/docs/images/ray-cluster-dashboard.png b/docs/images/ray-cluster-dashboard.png new file mode 100644 index 0000000000000000000000000000000000000000..f0b4beb56498e7024e60763172f72f42754f5096 GIT binary patch literal 299281 zcmeFZby$>d+bv9t64Ii8G$*C%*=hy%ypl!&b8LX+vkchxY+lwQBY8DWuHpE1UFkKC}>ld zH^Czu>4b6M2G#MU%oCKn9*TAFORTYmtcijG%0qA;69tBP59J2*67T~@CI9DrX;dZ@ z^goZIp`e7Aqrm?D8bxpm{rdoZpkw}a3;P(1f&qRb0zZLisDD2aJfDX4k0Wun($N2L zA8iV}4&|}3gsd#MRW@`mHnwpzvvn%BOy~v=VA(y@bVNb9`vCeum3?`C54_i?xr&C9 zhJw71p{+H$fsyTNV|F)dJLo(pB5p$9uC=j~0gaorm5rm2n<(9%R|tXo(8C;bG=E;= 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zKenUtXan4dr8S$Wqep^E;xNH?_~P(^LW7r-I4xT0dq(f>CKYTiEGf7Y;^i=c^J8J;evts4_W?xU)*N~p^cR`voo2{V(2^3;>$B$hm#q5)pjGIduo~! z1L9V_SptZM^*RbYmR$PF)EONagF{6dHIb^hd)?oiy-~ILZP|O@5Gx0D8`ZP)9IAPo zV}f0Y=z>Z)>y;?U+&shQI-2#>#~Zl6-IMck?e$-8pe!+1G*1{;J{(8^ zuJrXMvA_Gw-v=_aPaxi" + +use_ray: true +ray_num_workers: 4 diff --git a/setup.py b/setup.py index ac0c96def..370eb7297 100644 --- a/setup.py +++ b/setup.py @@ -150,5 +150,8 @@ setup( "lomo-optim==0.1.1", "torch-optimi==0.2.1", ], + "ray": [ + "ray[train]", + ], }, ) diff --git a/src/axolotl/cli/args.py b/src/axolotl/cli/args.py index 0618e07f1..a5865be1c 100644 --- a/src/axolotl/cli/args.py +++ b/src/axolotl/cli/args.py @@ -25,6 +25,8 @@ class TrainerCliArgs: merge_lora: bool = field(default=False) prompter: Optional[str] = field(default=None) shard: bool = field(default=False) + main_process_port: Optional[int] = field(default=None) + num_processes: Optional[int] = field(default=None) @dataclass diff --git a/src/axolotl/cli/main.py b/src/axolotl/cli/main.py index 43e2de3db..801fbc80d 100644 --- a/src/axolotl/cli/main.py +++ b/src/axolotl/cli/main.py @@ -67,8 +67,23 @@ def train(config: str, accelerate: bool, **kwargs) -> None: # Enable expandable segments for cuda allocation to improve VRAM usage set_pytorch_cuda_alloc_conf() + if "use_ray" in kwargs and kwargs["use_ray"]: + accelerate = False + if accelerate: - base_cmd = ["accelerate", "launch", "-m", "axolotl.cli.train"] + accelerate_args = [] + if "main_process_port" in kwargs: + main_process_port = kwargs.pop("main_process_port", None) + accelerate_args.append("--main_process_port") + accelerate_args.append(str(main_process_port)) + if "num_processes" in kwargs: + num_processes = kwargs.pop("num_processes", None) + accelerate_args.append("--num-processes") + accelerate_args.append(str(num_processes)) + + base_cmd = ["accelerate", "launch"] + base_cmd.extend(accelerate_args) + base_cmd.extend(["-m", "axolotl.cli.train"]) if config: base_cmd.append(config) cmd = build_command(base_cmd, kwargs) diff --git a/src/axolotl/cli/train.py b/src/axolotl/cli/train.py index 9e3ae1cc3..7ac15e04f 100644 --- a/src/axolotl/cli/train.py +++ b/src/axolotl/cli/train.py @@ -5,6 +5,7 @@ from pathlib import Path from typing import Union import fire +from accelerate import Accelerator from dotenv import load_dotenv from transformers.hf_argparser import HfArgumentParser @@ -15,6 +16,7 @@ from axolotl.cli.config import load_cfg from axolotl.common.datasets import load_datasets, load_preference_datasets from axolotl.integrations.base import PluginManager from axolotl.train import train +from axolotl.utils.config import normalize_config, resolve_dtype from axolotl.utils.dict import DictDefault LOG = logging.getLogger(__name__) @@ -63,7 +65,47 @@ def do_cli(config: Union[Path, str] = Path("examples/"), **kwargs) -> None: return_remaining_strings=True ) - do_train(parsed_cfg, parsed_cli_args) + if parsed_cfg.use_ray: + from ray.train import RunConfig, ScalingConfig + from ray.train.torch import TorchTrainer + + train_loop_config = {"cfg": parsed_cfg.to_dict(), "cli_args": parsed_cli_args} + trainer = TorchTrainer( + ray_train_func, + train_loop_config=train_loop_config, + scaling_config=ScalingConfig( + num_workers=parsed_cfg.ray_num_workers, + resources_per_worker=parsed_cfg.resources_per_worker.to_dict(), + use_gpu=True, + ), + run_config=RunConfig( + name=parsed_cfg.ray_run_name, + storage_path=Path(parsed_cfg.output_dir).absolute().as_posix(), + ), + ) + return trainer.fit() + return do_train(parsed_cfg, parsed_cli_args) + + +def ray_train_func(kwargs: dict): + # cast `cfg` back to DictDefault (ray tune deepcopy has issues with DictDefault so needed it to be dict) + # also renormalize the config now that TorchTrainer has spawned distributed workers + cfg = DictDefault(kwargs["cfg"]) + normalize_config(cfg) + + # now that we are on the worker node, we can check `is_torch_bf16_gpu_available` to resolve dtype + resolve_dtype(cfg) + + # ray serializing objects gets rid of frozen attribute - HF expects dict not DefaultDict + if cfg.deepspeed: + cfg.deepspeed = cfg.deepspeed.to_dict() + + # initialize accelerator before model instantiation + Accelerator(gradient_accumulation_steps=cfg.gradient_accumulation_steps) + + kwargs["cfg"] = cfg + + do_train(**kwargs) if __name__ == "__main__": diff --git a/src/axolotl/train.py b/src/axolotl/train.py index 0bd400f6b..8b5e0074c 100644 --- a/src/axolotl/train.py +++ b/src/axolotl/train.py @@ -141,7 +141,9 @@ def train( model.config.save_pretrained(str(Path(cfg.output_dir))) # In case we want to stop early with ctrl+c, this is a nice to have to save the pretrained model - if cfg.local_rank == 0: + if ( + cfg.local_rank == 0 and not cfg.use_ray + ): # ray workers don't have access to this signal def terminate_handler(_, __, model_weakref): if model_weakref() is not None: diff --git a/src/axolotl/utils/config/__init__.py b/src/axolotl/utils/config/__init__.py index c23359f34..7ddff6219 100644 --- a/src/axolotl/utils/config/__init__.py +++ b/src/axolotl/utils/config/__init__.py @@ -1,4 +1,5 @@ """Module for working with config dicts""" +import json import logging import os from typing import Optional @@ -56,33 +57,10 @@ def choose_device(cfg): cfg.device_map = None -def normalize_config(cfg): - # setup some derived config / hyperparams - cfg.gradient_accumulation_steps = cfg.gradient_accumulation_steps or ( - cfg.batch_size // cfg.micro_batch_size - ) - cfg.batch_size = ( - cfg.batch_size or cfg.micro_batch_size * cfg.gradient_accumulation_steps - ) - if cfg.eval_batch_size is None: - cfg.eval_batch_size = cfg.micro_batch_size - cfg.world_size = int(os.environ.get("WORLD_SIZE", 1)) - cfg.local_rank = int(os.environ.get("LOCAL_RANK", 0)) - cfg.eval_table_size = cfg.eval_table_size or 0 - cfg.eval_max_new_tokens = cfg.eval_max_new_tokens or 128 - cfg.eval_causal_lm_metrics = cfg.eval_causal_lm_metrics or [ - "sacrebleu", - "comet", - "ter", - "chrf", - ] - choose_device(cfg) - cfg.ddp = cfg.ddp if cfg.ddp is not None else cfg.world_size != 1 - if cfg.ddp: - cfg.device_map = {"": int(os.environ.get("LOCAL_RANK", 0))} - cfg.batch_size = cfg.batch_size * cfg.world_size - - if cfg.bf16 == "auto": +def resolve_dtype(cfg): + if ( + cfg.bf16 == "auto" and not cfg.use_ray + ): # if we use ray we want to defer this check to the worker node if is_torch_bf16_gpu_available(): LOG.debug("bf16 support detected, enabling for this configuration.") cfg.bf16 = True @@ -110,6 +88,43 @@ def normalize_config(cfg): else: cfg.torch_dtype = torch.float32 + +def normalize_config(cfg): + # setup some derived config / hyperparams + cfg.gradient_accumulation_steps = cfg.gradient_accumulation_steps or ( + cfg.batch_size // cfg.micro_batch_size + ) + cfg.batch_size = ( + cfg.batch_size or cfg.micro_batch_size * cfg.gradient_accumulation_steps + ) + if cfg.eval_batch_size is None: + cfg.eval_batch_size = cfg.micro_batch_size + cfg.world_size = int(os.environ.get("WORLD_SIZE", 1)) + cfg.local_rank = int(os.environ.get("LOCAL_RANK", 0)) + cfg.eval_table_size = cfg.eval_table_size or 0 + cfg.eval_max_new_tokens = cfg.eval_max_new_tokens or 128 + cfg.eval_causal_lm_metrics = cfg.eval_causal_lm_metrics or [ + "sacrebleu", + "comet", + "ter", + "chrf", + ] + choose_device(cfg) + cfg.ddp = cfg.ddp if cfg.ddp is not None else cfg.world_size != 1 + if cfg.ddp: + cfg.device_map = {"": int(os.environ.get("LOCAL_RANK", 0))} + cfg.batch_size = cfg.batch_size * cfg.world_size + + if not cfg.use_ray: + # delay resolving dtype until on worker node when launching with ray + resolve_dtype(cfg) + + if cfg.deepspeed: + if isinstance(cfg.deepspeed, str) and os.path.exists(cfg.deepspeed): + ds_config_path = cfg.deepspeed + with open(ds_config_path, encoding="utf-8") as f: + cfg.deepspeed = json.load(f) + if cfg.saves_per_epoch: save_steps = 1.0 / (cfg.saves_per_epoch * cfg.num_epochs) if save_steps < 1.0: # prevent saves on every step diff --git a/src/axolotl/utils/config/models/input/v0_4_1/__init__.py b/src/axolotl/utils/config/models/input/v0_4_1/__init__.py index 4f0fa4c29..dc8897863 100644 --- a/src/axolotl/utils/config/models/input/v0_4_1/__init__.py +++ b/src/axolotl/utils/config/models/input/v0_4_1/__init__.py @@ -607,6 +607,30 @@ class GradioConfig(BaseModel): gradio_temperature: Optional[float] = None +class RayConfig(BaseModel): + """Ray launcher configuration subset""" + + use_ray: bool = Field(default=False) + ray_run_name: Optional[str] = Field( + default=None, + metadata={ + "help": "The training results will be saved at `saves/ray_run_name`." + }, + ) + ray_num_workers: int = Field( + default=1, + metadata={ + "help": "The number of workers for Ray training. Default is 1 worker." + }, + ) + resources_per_worker: dict = Field( + default_factory=lambda: {"GPU": 1}, + metadata={ + "help": "The resources per worker for Ray training. Default is to use 1 GPU per worker." + }, + ) + + # pylint: disable=too-many-public-methods,too-many-ancestors class AxolotlInputConfig( ModelInputConfig, @@ -619,6 +643,7 @@ class AxolotlInputConfig( CometConfig, LISAConfig, GradioConfig, + RayConfig, RemappedParameters, DeprecatedParameters, BaseModel, diff --git a/tests/e2e/multigpu/test_llama.py b/tests/e2e/multigpu/test_llama.py index bdbd99587..bb1874b0b 100644 --- a/tests/e2e/multigpu/test_llama.py +++ b/tests/e2e/multigpu/test_llama.py @@ -74,15 +74,13 @@ class TestMultiGPULlama: execute_subprocess_async( [ - "accelerate", - "launch", + "axolotl", + "train", + str(Path(temp_dir) / "config.yaml"), "--num-processes", "2", - "--main_process_port", + "--main-process-port", f"{get_torch_dist_unique_port()}", - "-m", - "axolotl.cli.train", - str(Path(temp_dir) / "config.yaml"), ] ) @@ -139,15 +137,13 @@ class TestMultiGPULlama: execute_subprocess_async( [ - "accelerate", - "launch", + "axolotl", + "train", + str(Path(temp_dir) / "config.yaml"), "--num-processes", "2", - "--main_process_port", + "--main-process-port", f"{get_torch_dist_unique_port()}", - "-m", - "axolotl.cli.train", - str(Path(temp_dir) / "config.yaml"), ] ) @@ -214,15 +210,13 @@ class TestMultiGPULlama: execute_subprocess_async( [ - "accelerate", - "launch", + "axolotl", + "train", + str(Path(temp_dir) / "config.yaml"), "--num-processes", "2", - "--main_process_port", + "--main-process-port", f"{get_torch_dist_unique_port()}", - "-m", - "axolotl.cli.train", - str(Path(temp_dir) / "config.yaml"), ] ) @@ -293,15 +287,13 @@ class TestMultiGPULlama: execute_subprocess_async( [ - "accelerate", - "launch", + "axolotl", + "train", + str(Path(temp_dir) / "config.yaml"), "--num-processes", "2", - "--main_process_port", + "--main-process-port", f"{get_torch_dist_unique_port()}", - "-m", - "axolotl.cli.train", - str(Path(temp_dir) / "config.yaml"), ] ) @@ -367,15 +359,13 @@ class TestMultiGPULlama: execute_subprocess_async( [ - "accelerate", - "launch", + "axolotl", + "train", + str(Path(temp_dir) / "config.yaml"), "--num-processes", "2", - "--main_process_port", + "--main-process-port", f"{get_torch_dist_unique_port()}", - "-m", - "axolotl.cli.train", - str(Path(temp_dir) / "config.yaml"), ] ) @@ -439,15 +429,13 @@ class TestMultiGPULlama: execute_subprocess_async( [ - "accelerate", - "launch", + "axolotl", + "train", + str(Path(temp_dir) / "config.yaml"), "--num-processes", "2", - "--main_process_port", + "--main-process-port", f"{get_torch_dist_unique_port()}", - "-m", - "axolotl.cli.train", - str(Path(temp_dir) / "config.yaml"), ] ) @@ -520,15 +508,13 @@ class TestMultiGPULlama: execute_subprocess_async( [ - "accelerate", - "launch", + "axolotl", + "train", + str(Path(temp_dir) / "config.yaml"), "--num-processes", "2", - "--main_process_port", + "--main-process-port", f"{get_torch_dist_unique_port()}", - "-m", - "axolotl.cli.train", - str(Path(temp_dir) / "config.yaml"), ] ) @@ -605,15 +591,13 @@ class TestMultiGPULlama: execute_subprocess_async( [ - "accelerate", - "launch", + "axolotl", + "train", + str(Path(temp_dir) / "config.yaml"), "--num-processes", "2", - "--main_process_port", + "--main-process-port", f"{get_torch_dist_unique_port()}", - "-m", - "axolotl.cli.train", - str(Path(temp_dir) / "config.yaml"), ] ) @@ -680,15 +664,13 @@ class TestMultiGPULlama: execute_subprocess_async( [ - "accelerate", - "launch", + "axolotl", + "train", + str(Path(temp_dir) / "config.yaml"), "--num-processes", "2", - "--main_process_port", + "--main-process-port", f"{get_torch_dist_unique_port()}", - "-m", - "axolotl.cli.train", - str(Path(temp_dir) / "config.yaml"), ] ) @@ -755,15 +737,13 @@ class TestMultiGPULlama: execute_subprocess_async( [ - "accelerate", - "launch", + "axolotl", + "train", + str(Path(temp_dir) / "config.yaml"), "--num-processes", "2", - "--main_process_port", + "--main-process-port", f"{get_torch_dist_unique_port()}", - "-m", - "axolotl.cli.train", - str(Path(temp_dir) / "config.yaml"), ] ) diff --git a/tests/e2e/multigpu/test_qwen2.py b/tests/e2e/multigpu/test_qwen2.py index 32bb6a3e1..2b9884848 100644 --- a/tests/e2e/multigpu/test_qwen2.py +++ b/tests/e2e/multigpu/test_qwen2.py @@ -86,14 +86,12 @@ class TestMultiGPUQwen2: execute_subprocess_async( [ - "accelerate", - "launch", + "axolotl", + "train", + str(Path(temp_dir) / "config.yaml"), "--num-processes", "2", - "--main_process_port", + "--main-process-port", f"{get_torch_dist_unique_port()}", - "-m", - "axolotl.cli.train", - str(Path(temp_dir) / "config.yaml"), ] ) diff --git a/tests/e2e/multigpu/test_ray.py b/tests/e2e/multigpu/test_ray.py new file mode 100644 index 000000000..d7e4ddfcf --- /dev/null +++ b/tests/e2e/multigpu/test_ray.py @@ -0,0 +1,137 @@ +""" +E2E tests for multigpu post-training use Ray Train +""" + +import logging +import os +from pathlib import Path + +import pytest +import yaml +from accelerate.test_utils import execute_subprocess_async +from e2e.utils import check_tensorboard + +from axolotl.utils.dict import DictDefault + +LOG = logging.getLogger(__name__) +os.environ["WANDB_DISABLED"] = "true" + +AXOLOTL_ROOT = Path(__file__).parent.parent.parent.parent + + +class TestMultiGPURay: + """ + Test cases for AnyScale Ray post training + """ + + def test_lora_ddp(self, temp_dir): + # pylint: disable=duplicate-code + cfg = DictDefault( + { + "base_model": "HuggingFaceTB/SmolLM2-135M", + "sequence_len": 2048, + "adapter": "lora", + "lora_r": 8, + "lora_alpha": 16, + "lora_dropout": 0.05, + "lora_target_linear": True, + "val_set_size": 0.05, + "special_tokens": { + "pad_token": "<|endoftext|>", + }, + "datasets": [ + { + "path": "tatsu-lab/alpaca", + "type": "alpaca", + }, + ], + "num_epochs": 1, + "max_steps": 2, + "micro_batch_size": 4, + "gradient_accumulation_steps": 4, + "output_dir": temp_dir, + "learning_rate": 0.00001, + "optimizer": "adamw_8bit", + "lr_scheduler": "cosine", + "flash_attention": True, + "use_tensorboard": True, + "use_ray": True, + "ray_num_workers": 2, + } + ) + + # write cfg to yaml file + Path(temp_dir).mkdir(parents=True, exist_ok=True) + with open(Path(temp_dir) / "config.yaml", "w", encoding="utf-8") as fout: + fout.write(yaml.dump(cfg.to_dict(), Dumper=yaml.Dumper)) + + execute_subprocess_async( + [ + "axolotl", + "train", + str(Path(temp_dir) / "config.yaml"), + "--use-ray", + "--ray-num-workers", + "2", + ] + ) + + check_tensorboard( + temp_dir + "/runs", "train/train_loss", 2.3, "Train Loss is too high" + ) + + @pytest.mark.parametrize( + "gradient_accumulation_steps", + [1, 2], + ) + def test_ds_zero2_packed(self, temp_dir, gradient_accumulation_steps): + # pylint: disable=duplicate-code + cfg = DictDefault( + { + "base_model": "HuggingFaceTB/SmolLM2-135M", + "sample_packing": True, + "pad_to_sequence_len": True, + "sequence_len": 2048, + "val_set_size": 0.05, + "special_tokens": { + "pad_token": "<|endoftext|>", + }, + "datasets": [ + { + "path": "tatsu-lab/alpaca", + "type": "alpaca", + }, + ], + "num_epochs": 1, + "max_steps": 2, + "micro_batch_size": 1, + "gradient_accumulation_steps": gradient_accumulation_steps, + "output_dir": temp_dir, + "learning_rate": 0.00001, + "optimizer": "adamw_torch", + "lr_scheduler": "cosine", + "flash_attention": True, + "deepspeed": str(AXOLOTL_ROOT / "deepspeed_configs/zero2.json"), + "use_tensorboard": True, + } + ) + + # write cfg to yaml file + Path(temp_dir).mkdir(parents=True, exist_ok=True) + with open(Path(temp_dir) / "config.yaml", "w", encoding="utf-8") as fout: + fout.write(yaml.dump(cfg.to_dict(), Dumper=yaml.Dumper)) + + execute_subprocess_async( + [ + "axolotl", + "train", + str(Path(temp_dir) / "config.yaml"), + "--use-ray", + "--ray-num-workers", + "2", + ] + ) + + check_tensorboard( + temp_dir + "/runs", "train/train_loss", 2.3, "Train Loss is too high" + )