add png with LFS support

.gitattributes

@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+*.png filter=lfs diff=lfs merge=lfs -text
+dataforge.png filter=lfs diff=lfs merge=lfs -text

app.py

@@ -559,6 +559,8 @@ def main():
 
         DataForge is built on top of [DataTrove](https://github.com/huggingface/datatrove), our backend data generation script is open-source and available on [GitHub](https://github.com/huggingface/dataforge). DataForge is **FREE** for HuggingFace PRO users (10,000 samples) • 100 samples for free users.
         """)
+        gr.Markdown("**All generated datasets will be publicly available under the [synthetic-data-universe](https://huggingface.co/synthetic-data-universe) organization.**")
+        
 
         # Usage guide and examples (right below description)
         with gr.Row():
@@ -566,9 +568,9 @@ def main():
                 with gr.Accordion("Usage Guide", open=False):
                     gr.Markdown("""
                     **Step-by-Step Process:**
-                    1. **Load Dataset**: Enter a HF dataset name
-                    2. **Load Info**: Click "Load Dataset Info"
-                    3. **Choose Model**: Select from 20+ models
+                    1. **Choose Model**: Select from 20+ models
+                    2. **Load Dataset**: Enter a HF dataset name
+                    3. **Load Info**: Click "Load Dataset Info"
                     4. **Configure**: Set generation parameters
                     5. **Submit**: Monitor progress in Statistics tab
 
@@ -583,10 +585,6 @@ def main():
                     gr.Markdown("""
                     **Popular Use Cases:**
 
-                    **Educational**: Q&A datasets
-                    - Models: Qwen3-4B, Phi-3.5-mini
-                    - Temperature: 0.3-0.5
-
                     **Conversational**: Multi-turn dialogues
                     - Models: Llama-3.2-3B, Mistral-7B
                     - Temperature: 0.7-0.9
@@ -659,7 +657,6 @@ def main():
                                         num_output_samples = gr.Slider(label="Number of samples, leave as '0' for all", value=0, minimum=0, maximum=MAX_SAMPLES_FREE, step=1, interactive=False, info="Click Load Info to populate")
 
 
-                    gr.Markdown("**All generated datasets will be publicly available under the [synthetic-data-universe](https://huggingface.co/synthetic-data-universe) organization.**")
                     submit_btn = gr.Button("Submit Generation Request", variant="primary")
                     output_status = gr.Textbox(label="Status", interactive=False)