diff --git a/TODO.md b/TODO.md
index 626fc7a6e..69c96eb88 100644
--- a/TODO.md
+++ b/TODO.md
@@ -54,7 +54,8 @@ TODO: *Prioritize*!
 - [Bytedance Lynx](https://github.com/bytedance/lynx)
 - [ByteDance OneReward](https://github.com/bytedance/OneReward)
 - [ByteDance USO](https://github.com/bytedance/USO)
-- [Chroma1 Radiance](https://huggingface.co/lodestones/Chroma1-Radiance)
+- [Chroma Radiance](https://huggingface.co/lodestones/Chroma1-Radiance)
+- [Chroma Zeta](https://huggingface.co/lodestones/Zeta-Chroma)
 - [DiffSynth Studio](https://github.com/modelscope/DiffSynth-Studio)
 - [DiffusionForcing](https://github.com/kwsong0113/diffusion-forcing-transformer)  
 - [Dream0 guidance](https://huggingface.co/ByteDance/DreamO)  
diff --git a/modules/sdnq/loader.py b/modules/sdnq/loader.py
index 4d6f6077e..7a9d60c29 100644
--- a/modules/sdnq/loader.py
+++ b/modules/sdnq/loader.py
@@ -179,8 +179,8 @@ def apply_sdnq_options_to_module(model, dtype: torch.dtype = None, dequantize_fp
                     output_channel_size, channel_size = module.sdnq_dequantizer.original_shape
                 else:
                     current_use_quantized_matmul = False
-                current_use_quantized_matmul = current_use_quantized_matmul and channel_size >= 32 and output_channel_size >= 32
-                current_use_quantized_matmul = current_use_quantized_matmul and output_channel_size % 16 == 0 and channel_size % 16 == 0
+                current_use_quantized_matmul = current_use_quantized_matmul and channel_size >= 32 and output_channel_size >= 32 # pylint: disable=possibly-used-before-assignment
+                current_use_quantized_matmul = current_use_quantized_matmul and output_channel_size % 16 == 0 and channel_size % 16 == 0 # pylint: disable=possibly-used-before-assignment
 
             if dtype is not None and module.sdnq_dequantizer.result_dtype != torch.float32:
                 module.sdnq_dequantizer.result_dtype = dtype
diff --git a/modules/sdnq/packed_float.py b/modules/sdnq/packed_float.py
index dcdc0491a..8cd7940d7 100644
--- a/modules/sdnq/packed_float.py
+++ b/modules/sdnq/packed_float.py
@@ -21,13 +21,13 @@ def pack_float(x: torch.FloatTensor, weights_dtype: str) -> torch.Tensor:
     total_bits = dtype_dict[weights_dtype]["num_bits"]
 
     if dtype_dict[weights_dtype]["is_unsigned"]:
-        sign_mask = (1 << (total_bits-1))
+        sign_mask = (1 << (total_bits-1)) # pylint: disable=superfluous-parens
     else:
         sign_mask = (1 << (total_bits-1)) + (1 << (total_bits-2))
 
     mantissa_difference = 23 - mantissa_bits
     exponent_difference = 8 - exponent_bits
-    mantissa_mask = (1 << mantissa_difference)
+    mantissa_mask = (1 << mantissa_difference) # pylint: disable=superfluous-parens
 
     x = x.to(dtype=torch.float32).view(torch.int32)
 
@@ -65,7 +65,7 @@ def unpack_float(x: torch.Tensor, shape: torch.Size, weights_dtype: str) -> torc
     total_bits = dtype_dict[weights_dtype]["num_bits"]
 
     if dtype_dict[weights_dtype]["is_unsigned"]:
-        sign_mask = (1 << (total_bits-1))
+        sign_mask = (1 << (total_bits-1)) # pylint: disable=superfluous-parens
     else:
         sign_mask = (1 << (total_bits-1)) + (1 << (total_bits-2))
 
diff --git a/modules/ui_extensions.py b/modules/ui_extensions.py
index 4a800ec73..5abd7f872 100644
--- a/modules/ui_extensions.py
+++ b/modules/ui_extensions.py
@@ -275,9 +275,9 @@ def search_extensions(search_text, sort_column):
 
 
 def make_wrappable_html(text: str) -> str:
-        text = html.escape(text)
-        text = re_snake_case.sub("<wbr />_", text)
-        return re_camelCase.sub(r"<wbr />\1", text)
+    text = html.escape(text)
+    text = re_snake_case.sub("<wbr />_", text)
+    return re_camelCase.sub(r"<wbr />\1", text)
 
 
 def create_html(search_text, sort_column):