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llms/mlx_lm/tuner/trainer.py
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# Copyright © 2024 Apple Inc.
import glob
import shutil
import time
from dataclasses import dataclass, field
from pathlib import Path
from typing import List, Optional, Tuple
import mlx.core as mx
import mlx.nn as nn
import numpy as np
from mlx.nn.utils import average_gradients
from mlx.utils import tree_flatten
from transformers import PreTrainedTokenizer
from .datasets import CompletionsDataset
def grad_checkpoint(layer):