Bria FIBO pipeline

Author: galbria

docs/source/en/api/pipelines/bria_fibo.md

@@ -0,0 +1,37 @@
+<!--Copyright 2025 The HuggingFace Team. All rights reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on
+an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the
+specific language governing permissions and limitations under the License.
+-->
+
+# Bria Fibo
+
+Text-to-image models have mastered imagination - but not control. FIBO changes that.
+
+FIBO is trained on structured JSON captions up to 1,000+ words and designed to understand and control different visual parameters such as lighting, composition, color, and camera settings, enabling precise and reproducible outputs.
+
+With only 8 billion parameters, FIBO provides a new level of image quality, prompt adherence and proffesional control.
+
+## Usage
+
+_As the model is gated, before using it with diffusers you first need to go to the [Bria Fibo Hugging Face page](https://huggingface.co/briaai/FIBO), fill in the form and accept the gate. Once you are in, you need to login so that your system knows you’ve accepted the gate._
+
+Use the command below to log in:
+
+```bash
+hf auth login
+```
+
+
+## BriaPipeline
+
+[[autodoc]] BriaPipeline
+	- all
+	- __call__
+

src/diffusers/__init__.py

@@ -199,6 +199,7 @@
             "AutoencoderTiny",
             "AutoModel",
             "BriaTransformer2DModel",
+            "BriaFiboTransformer2DModel",
             "CacheMixin",
             "ChromaTransformer2DModel",
             "CogVideoXTransformer3DModel",
@@ -392,6 +393,8 @@
 else:
     _import_structure["modular_pipelines"].extend(
         [
+            "BriaFiboVLMPromptToJson",
+            "BriaFiboGeminiPromptToJson",
             "FluxAutoBlocks",
             "FluxKontextAutoBlocks",
             "FluxKontextModularPipeline",
@@ -431,6 +434,7 @@
             "BlipDiffusionControlNetPipeline",
             "BlipDiffusionPipeline",
             "BriaPipeline",
+            "BriaFiboPipeline",
             "ChromaImg2ImgPipeline",
             "ChromaPipeline",
             "CLIPImageProjection",
@@ -902,6 +906,7 @@
             AutoencoderTiny,
             AutoModel,
             BriaTransformer2DModel,
+            BriaFiboTransformer2DModel,
             CacheMixin,
             ChromaTransformer2DModel,
             CogVideoXTransformer3DModel,
@@ -1104,6 +1109,7 @@
             AudioLDMPipeline,
             AuraFlowPipeline,
             BriaPipeline,
+            BriaFiboPipeline,
             ChromaImg2ImgPipeline,
             ChromaPipeline,
             CLIPImageProjection,

src/diffusers/models/__init__.py

@@ -84,6 +84,7 @@
     _import_structure["transformers.transformer_2d"] = ["Transformer2DModel"]
     _import_structure["transformers.transformer_allegro"] = ["AllegroTransformer3DModel"]
     _import_structure["transformers.transformer_bria"] = ["BriaTransformer2DModel"]
+    _import_structure["transformers.transformer_bria_fibo"] = ["BriaFiboTransformer2DModel"]
     _import_structure["transformers.transformer_chroma"] = ["ChromaTransformer2DModel"]
     _import_structure["transformers.transformer_cogview3plus"] = ["CogView3PlusTransformer2DModel"]
     _import_structure["transformers.transformer_cogview4"] = ["CogView4Transformer2DModel"]
@@ -175,6 +176,7 @@
             AllegroTransformer3DModel,
             AuraFlowTransformer2DModel,
             BriaTransformer2DModel,
+            BriaFiboTransformer2DModel,
             ChromaTransformer2DModel,
             CogVideoXTransformer3DModel,
             CogView3PlusTransformer2DModel,