diff --git a/backends/exllamav2/model.py b/backends/exllamav2/model.py
index 5d7bd15..97e54ad 100644
--- a/backends/exllamav2/model.py
+++ b/backends/exllamav2/model.py
@@ -1242,9 +1242,6 @@ class ExllamaV2Container:
         grammar_handler = ExLlamaV2Grammar()
         banned_strings = []
 
-        # TODO: Not used for some reason?
-        generate_window = max(params.generate_window, self.config.max_seq_len // 8)
-
         self.assign_gen_params(
             params,
             gen_settings,
diff --git a/common/sampling.py b/common/sampling.py
index 5eb2dc8..fc9f9bc 100644
--- a/common/sampling.py
+++ b/common/sampling.py
@@ -41,12 +41,6 @@ class BaseSamplerRequest(BaseModel):
         ge=0,
     )
 
-    generate_window: Optional[int] = Field(
-        default_factory=lambda: get_default_sampler_value("generate_window", 512),
-        examples=[512],
-        ge=0,
-    )
-
     stop: Optional[Union[str, List[Union[str, int]]]] = Field(
         default_factory=lambda: get_default_sampler_value("stop", []),
         validation_alias=AliasChoices("stop", "stop_sequence"),
diff --git a/sampler_overrides/sample_preset.yml b/sampler_overrides/sample_preset.yml
index d85229c..9225976 100644
--- a/sampler_overrides/sample_preset.yml
+++ b/sampler_overrides/sample_preset.yml
@@ -14,9 +14,6 @@ max_tokens:
 min_tokens:
   override: 0
   force: false
-generate_window:
-  override: 512
-  force: false
 stop:
   override: []
   force: false