[Utils] Delete deprecated utilities

src/llmcompressor/modifiers/quantization/calibration.py

@@ -8,12 +8,15 @@
     QuantizationStrategy,
 )
 from compressed_tensors.quantization.lifecycle.forward import forward_quantize
-from compressed_tensors.utils import align_module_device, update_offload_parameter
+from compressed_tensors.utils import (
+    align_module_device,
+    getattr_chain,
+    update_offload_parameter,
+)
 from loguru import logger
 from torch.nn import Module
 
 from llmcompressor.observers import Observer
-from llmcompressor.utils.helpers import getattr_chain
 
 __all__ = [
     "initialize_observer",

src/llmcompressor/pipelines/independent/pipeline.py

@@ -1,12 +1,12 @@
 from typing import TYPE_CHECKING
 
 import torch
+from compressed_tensors.utils import patch_attr
 from loguru import logger
 from torch.utils.data.dataloader import DataLoader
 
 from llmcompressor.core import active_session
 from llmcompressor.pipelines.registry import CalibrationPipeline
-from llmcompressor.utils.helpers import patch_attr
 
 if TYPE_CHECKING:
     from llmcompressor.args.dataset_arguments import DatasetArguments

src/llmcompressor/pipelines/sequential/ast_helpers.py

@@ -8,9 +8,9 @@
 from typing import List
 
 import torch
+from compressed_tensors.utils import patch_attr
 
 from llmcompressor.pipelines.sequential.ast_utils.auto_wrapper import AutoWrapper
-from llmcompressor.utils import patch_attr
 
 __all__ = ["autowrap_forwards", "append_autowrap_source_on_fail"]
 

src/llmcompressor/pipelines/sequential/ast_utils/name_analyzer.py

@@ -2,7 +2,7 @@
 import builtins
 from typing import Set, Tuple
 
-from llmcompressor.utils import patch_attr
+from compressed_tensors.utils import patch_attr
 
 
 class NameAnalyzer(ast.NodeVisitor):

src/llmcompressor/pipelines/sequential/helpers.py

@@ -10,6 +10,7 @@
 from compressed_tensors.utils import (
     has_offloaded_params,
     offloaded_dispatch,
+    patch_attr,
     remove_dispatch,
 )
 from compressed_tensors.utils.match import match_targets
@@ -24,7 +25,7 @@
 from llmcompressor.modifiers import Modifier
 from llmcompressor.modifiers.utils.hooks import HooksMixin
 from llmcompressor.pipelines.sequential.transformers_helpers import HFTracer
-from llmcompressor.utils.helpers import calibration_forward_context, patch_attr
+from llmcompressor.utils.helpers import calibration_forward_context
 from llmcompressor.utils.pytorch.module import get_no_split_params
 
 from .ast_helpers import append_autowrap_source_on_fail, autowrap_forwards

src/llmcompressor/utils/dev.py

@@ -7,15 +7,13 @@
 import torch
 from accelerate import dispatch_model, infer_auto_device_map
 from accelerate.utils import get_balanced_memory
-from compressed_tensors.utils import remove_dispatch
+from compressed_tensors.utils import patch_attr, remove_dispatch
 from huggingface_hub import snapshot_download
 from safetensors.torch import save_file
 from transformers import AutoModelForCausalLM, PreTrainedModel
 from transformers.modeling_utils import TORCH_INIT_FUNCTIONS
 from transformers.utils import SAFE_WEIGHTS_INDEX_NAME, WEIGHTS_INDEX_NAME
 
-from llmcompressor.utils.helpers import patch_attr
-
 __all__ = [
     "skip_weights_download",
     "patch_transformers_logger_level",