Update README.md

README.md

@@ -71,7 +71,7 @@ Now it has total 66 images
 
 The training dataset with used captions for this training (only for With Captions training) can be see in below directory
 
-[Training-Dataset](https://huggingface.co/MonsterMMORPG/3D-Cartoon-Style-FLUX/tree/main/Training-Dataset)
+[Fixed-Consistent-Training-Dataset](https://huggingface.co/MonsterMMORPG/3D-Cartoon-Style-FLUX/tree/main/Fixed-Consistent-Training-Dataset)
 
 This training total step count was 500 * 66 / 4 (4x GPU - batch size 1) = 8250 steps
 
@@ -79,19 +79,23 @@ It took like 24 hours on 4x RTX A6000 GPU with slow config - faster config would
 
 There were 2 trainings made with this dataset. Epoch 500 checkpoints are named as below
 
-[SECourses_Style_Inconsistent_DATASET_NO_Captions.safetensors](https://huggingface.co/MonsterMMORPG/3D-Cartoon-Style-FLUX/resolve/main/SECourses_Style_Inconsistent_DATASET_NO_Captions.safetensors)
-[SECourses_Style_Inconsistent_DATASET_With_Captions.safetensors](https://huggingface.co/MonsterMMORPG/3D-Cartoon-Style-FLUX/resolve/main/SECourses_Style_Inconsistent_DATASET_With_Captions.safetensors)
+[SECourses_3D_Render_Style_Fixed_Dataset_NO_Captions.safetensors](https://huggingface.co/MonsterMMORPG/3D-Cartoon-Style-FLUX/resolve/main/SECourses_3D_Render_Style_Fixed_Dataset_NO_Captions.safetensors)
+[SECourses_3D_Render_Style_Fixed_Dataset_With_Captions.safetensors](https://huggingface.co/MonsterMMORPG/3D-Cartoon-Style-FLUX/resolve/main/SECourses_3D_Render_Style_Fixed_Dataset_With_Captions.safetensors)
 
 Their checkpoints are saved in below folders
 
-[Training-Checkpoints-NO-Captions](https://huggingface.co/MonsterMMORPG/3D-Cartoon-Style-FLUX/tree/main/Training-Checkpoints-NO-Captions)
-[Training-Checkpoints-With-Captions](https://huggingface.co/MonsterMMORPG/3D-Cartoon-Style-FLUX/tree/main/Training-Checkpoints-With-Captions)
+[Training-Checkpoints-Fixed-DATASET-NO-Captions](https://huggingface.co/MonsterMMORPG/3D-Cartoon-Style-FLUX/tree/main/Training-Checkpoints-Fixed-DATASET-NO-Captions)
+[Training-Checkpoints-Fixed-DATASET-With-Captions](https://huggingface.co/MonsterMMORPG/3D-Cartoon-Style-FLUX/tree/main/Training-Checkpoints-Fixed-DATASET-With-Captions)
 
-Its grid results are shared below
+Its grid results are shared below - this one includes results from inconsitent dataset as well
 
-[Inconsistent-Training-Dataset-Results-Grid-26100x23700px.jpg](https://huggingface.co/MonsterMMORPG/3D-Cartoon-Style-FLUX/resolve/main/Inconsistent-Training-Dataset-Results-Grid-26100x23700px.jpg)
+[Fixed-Consistent-Training-Dataset-Results-Grid-50700x15500px.jpg](https://huggingface.co/MonsterMMORPG/3D-Cartoon-Style-FLUX/resolve/main/Fixed-Consistent-Training-Dataset-Results-Grid-50700x15500px.jpg)
 
-When you pay attention to above image you will see that it has inconsistent results
+When you pay attention to above image you will see now it is way more consistent
+
+# Best Checkpoint And Conclusion
+
+# Tutorials To Train Your Style
 
 1 : https://youtu.be/bupRePUOA18
 
@@ -111,13 +115,6 @@ When you pay attention to above image you will see that it has inconsistent resu
 
 [![image](https://cdn-uploads.huggingface.co/production/uploads/6345bd89fe134dfd7a0dba40/hPBegzqT2A52hrveI7buf.png)](https://youtu.be/-uhL2nW7Ddw)
 
-
-Hopefully will share trained LoRA on Hugging Face and CivitAI along with full dataset including captions.
-
-I got permission to share dataset but can't be used commercially.
-
-Also I will hopefully share full workflow in the CivitAI and Hugging Face LoRA pages.
-
-So far 450 epochs completed
+The dataset can't be used commercially
 
 <img src="https://cdn-uploads.huggingface.co/production/uploads/6345bd89fe134dfd7a0dba40/7ZFz_ZW53ipp8LHYuPPSg.png" alt="Training progress" style="max-height: 500px; width: auto;">