diff --git a/docs/source/en/llm_tutorial.md b/docs/source/en/llm_tutorial.md
index bb42fb4633bf69..8d6372e129cc47 100644
--- a/docs/source/en/llm_tutorial.md
+++ b/docs/source/en/llm_tutorial.md
@@ -250,7 +250,7 @@ While the autoregressive generation process is relatively straightforward, makin
 1. [Guide](generation_strategies) on how to control different generation methods, how to set up the generation configuration file, and how to stream the output;
 2. [Guide](chat_templating) on the prompt template for chat LLMs;
 3. [Guide](tasks/prompting) on to get the most of prompt design;
-4. API reference on [`~generation.GenerationConfig`], [`~generation.GenerationMixin.generate`], and [generate-related classes](internal/generation_utils).
+4. API reference on [`~generation.GenerationConfig`], [`~generation.GenerationMixin.generate`], and [generate-related classes](internal/generation_utils). Most of the classes, including the logits processors, have usage examples!
 
 ### LLM leaderboards
 
diff --git a/src/transformers/generation/configuration_utils.py b/src/transformers/generation/configuration_utils.py
index cb9240d3bf3322..6042d9bca0bb0b 100644
--- a/src/transformers/generation/configuration_utils.py
+++ b/src/transformers/generation/configuration_utils.py
@@ -63,6 +63,14 @@ class GenerationConfig(PushToHubMixin):
     You do not need to call any of the above methods directly. Pass custom parameter values to '.generate()'. To learn
     more about decoding strategies refer to the [text generation strategies guide](../generation_strategies).
 
+    <Tip>
+
+    A large number of these flags control the logits or the stopping criteria of the generation. Make sure you check
+    the [generate-related classes](https://huggingface.co/docs/transformers/internal/generation_utils) for a full
+    description of the possible manipulations, as well as examples of their usage.
+
+    </Tip>
+
     Arg:
         > Parameters that control the length of the output