From 74654df203f6c306c81fd055da0e10a9b3f86fac Mon Sep 17 00:00:00 2001
From: Sayak Paul <spsayakpaul@gmail.com>
Date: Fri, 16 Jan 2026 10:12:42 +0530
Subject: [PATCH] add klein docs. (#12984)

---
 docs/source/en/api/pipelines/flux2.md                 | 6 ++++++
 src/diffusers/pipelines/flux2/pipeline_flux2_klein.py | 5 +++--
 2 files changed, 9 insertions(+), 2 deletions(-)

diff --git a/docs/source/en/api/pipelines/flux2.md b/docs/source/en/api/pipelines/flux2.md
index 393e0d03c3..4ace2f3b3a 100644
--- a/docs/source/en/api/pipelines/flux2.md
+++ b/docs/source/en/api/pipelines/flux2.md
@@ -35,5 +35,11 @@ The [official implementation](https://github.com/black-forest-labs/flux2/blob/5a
 ## Flux2Pipeline
 
 [[autodoc]] Flux2Pipeline
+	- all
+	- __call__
+
+## Flux2KleinPipeline
+
+[[autodoc]] Flux2KleinPipeline
 	- all
 	- __call__
\ No newline at end of file
diff --git a/src/diffusers/pipelines/flux2/pipeline_flux2_klein.py b/src/diffusers/pipelines/flux2/pipeline_flux2_klein.py
index 761d6bf2e9..efb0aebf85 100644
--- a/src/diffusers/pipelines/flux2/pipeline_flux2_klein.py
+++ b/src/diffusers/pipelines/flux2/pipeline_flux2_klein.py
@@ -154,9 +154,10 @@ def retrieve_latents(
 
 class Flux2KleinPipeline(DiffusionPipeline, Flux2LoraLoaderMixin):
     r"""
-    The Flux2 klein pipeline for text-to-image generation.
+    The Flux2 Klein pipeline for text-to-image generation.
 
-    Reference: [https://bfl.ai/blog/flux-2](https://bfl.ai/blog/flux-2)
+    Reference:
+    [https://bfl.ai/blog/flux2-klein-towards-interactive-visual-intelligence](https://bfl.ai/blog/flux2-klein-towards-interactive-visual-intelligence)
 
     Args:
         transformer ([`Flux2Transformer2DModel`]):