diff --git a/src/axolotl/integrations/llmcompressor_sft/args.py b/src/axolotl/integrations/llmcompressor_sft/args.py
index fe7c1555d..0faf5b91d 100644
--- a/src/axolotl/integrations/llmcompressor_sft/args.py
+++ b/src/axolotl/integrations/llmcompressor_sft/args.py
@@ -13,7 +13,7 @@ class SFTArgs(BaseModel):
 
     # Typing for recipe is set to Any due to:
     # https://github.com/vllm-project/llm-compressor/issues/1319
-    recipe: Annotated[Any, Field(description="Recipe config.")]
+    recipe: Annotated[Any, Field(description="The recipe containing the compression algorithms and hyperparameters to apply.")]
 
     model_config = ConfigDict(
         arbitrary_types_allowed=True,
@@ -24,7 +24,7 @@ class SFTArgs(BaseModel):
 class LLMCompressorArgs(BaseModel):
     """LLMCompressor configuration BaseModel."""
 
-    llmcompressor: Annotated[SFTArgs, Field(description="SFT llmcompressor args")]
+    llmcompressor: Annotated[SFTArgs, Field(description="Arguments enabling compression pathways through the LLM Compressor plugins")]
 
     model_config = ConfigDict(
         validate_assignment=True,