fix style

Signed-off-by: Kyle Sayers <[email protected]>

Author: kylesayrs

examples/quantization_w8a8_fp8/fp8_block_example.py

@@ -16,7 +16,9 @@
 #   * quantize the weights to fp8 with per channel via ptq
 #   * quantize the activations to fp8 with dynamic per token
 recipe = QuantizationModifier(
-    targets="Linear", scheme="FP8_BLOCK", ignore=["lm_head", "re:.*mlp.gate$"],
+    targets="Linear",
+    scheme="FP8_BLOCK",
+    ignore=["lm_head", "re:.*mlp.gate$"],
 )
 
 # Apply quantization.

examples/transform/quip_example.py

@@ -22,7 +22,6 @@
 _, ct_version = _is_package_available("compressed_tensors", return_version=True)
 _, tfms_version = _is_package_available("transformers", return_version=True)
 if version.parse(ct_version) < version.parse("0.10.3.dev"):
-    print(version.parse(ct_version))
     raise ValueError("Please install compressed-tensors>=0.10.3 or from source")
 if version.parse(tfms_version) < version.parse("4.56.dev"):
     raise ValueError("Please install transformers>=4.56 or from source")

src/llmcompressor/modifiers/transform/quip/base.py

@@ -19,8 +19,8 @@
 class QuIPModifier(Modifier):
     """
     Implements the transforms according to
-    [QuIP#: Even Better LLM Quantization with Hadamard Incoherence and Lattice Codebooks](https://arxiv.org/pdf/2402.04396)  # noqa: E501
-    [QuIP: 2-Bit Quantization of Large Language Models With Guarantees](https://arxiv.org/abs/2307.13304)  # noqa: E501
+    [QuIP#: Even Better LLM Quantization with Hadamard Incoherence and Lattice Codebooks](https://arxiv.org/pdf/2402.04396)
+    [QuIP: 2-Bit Quantization of Large Language Models With Guarantees](https://arxiv.org/abs/2307.13304)
 
     Transforms (rotations) are extra layers added to a model which reduce the accuracy
     loss induced by quantization. This is achieved through "rotating" weights and
@@ -42,7 +42,7 @@ class QuIPModifier(Modifier):
         to both weight fusing and online rotations
     :param ignore: Modules to ignore when attaching transforms
     :param transform_config: Optional transform config for overriding provided arguments
-    """
+    """  # noqa: E501
 
     transform_type: Literal["hadamard", "random-hadamard", "random-matrix"] = Field(
         default="random-hadamard"