Update README.md

README.md

@@ -14,11 +14,15 @@ This is an early experimental LoRA that adds bbox guided inpainting / editing to
 model. It is a work in progress, so the files here are snapshots at different
 points in time while I adjust training parameters and build a better dataset.
 
-I currently get the most stable results with the [checkpoint at step 4000](https://huggingface.co/BitPoet/Ideogram4-Inpaint-LoRA/blob/main/IdoInpaint_2_00004000.safetensors) of the second training run.
+~~I currently get the most stable results with the [checkpoint at step 4000](https://huggingface.co/BitPoet/Ideogram4-Inpaint-LoRA/blob/main/IdoInpaint_2_00004000.safetensors) of the second training run.~~
 
-The dataset is very small, so do not expect any magic or precision. It is a starting point that
-hopefully evolves over the next weeks as I prepare a bigger dataset and start over with training
-with larger rank and finetuned parameters.
+~~The dataset is very small, so do not expect any magic or precision. It is a starting point that hopefully evolves over the next weeks as I prepare a bigger dataset and start over with training with larger rank and finetuned parameters.~~
+
+__June 21, 2026::__
+
+V3 of the LoRA was trained on an expanded dataset of 1000 image pairs, exclusively adding/removing/replacing objects and people.
+
+The most stable [checkpoint so far is at step 6400](https://huggingface.co/BitPoet/Ideogram4-Inpaint-LoRA/blob/main/V3/Ido4Inpaint_V3_1k_000006400.safetensors).
 
 ## Prerequisites