Upload private Krea 2 Outpaint release candidate

.gitattributes

@@ -34,3 +34,9 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
 LICENSE.pdf filter=lfs diff=lfs merge=lfs -text
+showcase/3d_extend_both_sides.webp filter=lfs diff=lfs merge=lfs -text
+showcase/3d_source.webp filter=lfs diff=lfs merge=lfs -text
+showcase/photo_extend_right.webp filter=lfs diff=lfs merge=lfs -text
+showcase/photo_source.webp filter=lfs diff=lfs merge=lfs -text
+showcase/watercolor_extend_down.webp filter=lfs diff=lfs merge=lfs -text
+showcase/watercolor_source.webp filter=lfs diff=lfs merge=lfs -text

NOTICE

@@ -12,4 +12,3 @@ Upstream edit pipeline: https://huggingface.co/ostris/Krea2OstrisEdit
 
 This is an unofficial community release and is not endorsed by Krea or Ostris.
 Training data is not included.
-

README.md

@@ -40,8 +40,47 @@ LICENSE.pdf                        Krea 2 Community License
 PIPELINE_LICENSE                   Apache-2.0 license for pipeline/helper code
 NOTICE                             attribution and derivative-work notice
 SHA256SUMS                         release artifact hashes
+showcase/                          fully synthetic source/output examples
 ```
 
+## Tested capabilities
+
+The release candidate has been tested across photorealistic, watercolor, and
+stylized 3D scenes, with the known source placed on different parts of the
+canvas:
+
+- left-anchored source with generation extending to the right;
+- top-anchored source with generation extending downward;
+- centered source with generation extending across both horizontal sides;
+- square-to-landscape and square-to-portrait canvas changes;
+- coherent continuation of perspective, lighting, texture, and repeated scene
+  structure.
+
+Every source shown below was generated from the unmodified Krea 2 base model.
+The corresponding result then uses this Outpaint LoRA. No external image,
+real-person likeness, artist name, or existing character IP was used.
+Each source and result is the first 8-step output from its preselected prompt,
+placement, and fixed seed (`17072033` through `17072038`); all three planned
+groups are shown and no rerolls were removed.
+
+### Photorealistic interior: extend right
+
+| Base-model source | Outpaint result |
+|:---:|:---:|
+| ![Synthetic photorealistic source](showcase/photo_source.webp) | ![Photorealistic right extension](showcase/photo_extend_right.webp) |
+
+### Watercolor village: extend down
+
+| Base-model source | Outpaint result |
+|:---:|:---:|
+| ![Synthetic watercolor source](showcase/watercolor_source.webp) | ![Watercolor downward extension](showcase/watercolor_extend_down.webp) |
+
+### Stylized 3D night market: extend both sides
+
+| Base-model source | Outpaint result |
+|:---:|:---:|
+| ![Synthetic stylized 3D source](showcase/3d_source.webp) | ![Stylized 3D two-sided extension](showcase/3d_extend_both_sides.webp) |
+
 ## Input contract
 
 The model takes:
@@ -73,9 +112,9 @@ chooses the smaller intermediate blank region first.
 | Reference VLM encoding | disabled |
 | Reference K/V cache | enabled |
 
-The adapter is an AI-Toolkit LoRA and uses isolated reference attention, so
-`kv_cache=True` and `encode_reference_in_prompt=False` are part of the model
-contract rather than optional speed tweaks.
+The adapter uses isolated reference attention, so `kv_cache=True` and
+`encode_reference_in_prompt=False` are part of the model contract rather than
+optional speed tweaks.
 
 ## Usage
 
@@ -142,4 +181,3 @@ The LoRA weights are a derivative of Krea 2 and are released under the Krea 2
 Community License in `LICENSE.pdf`. Pipeline and helper code are distributed
 under Apache-2.0 in `PIPELINE_LICENSE`. This is an unofficial community release
 and is not endorsed by Krea or Ostris.
-

SHA256SUMS

@@ -1,8 +1,14 @@
 b82a2805162bde714a4eb27b9063c4fc3345d08a30be055134a6160e5430ba74  LICENSE.pdf
-5d23d01efae1fde8eccd4f00215386860c89ef5071085f1e7b311bda1baafeb1  NOTICE
+7b011fa1e03a47d475c67bc42d808ba6b585b8e90b55dd856b8571fb6683c05d  NOTICE
 cfc7749b96f63bd31c3c42b5c471bf756814053e847c10f3eb003417bc523d30  PIPELINE_LICENSE
-f76772b7e9be831d8b761a3394c1731182ac9b9a4dc8a628376edca3bfbde117  README.md
-39a7e308656302da1cc2c26130ff512f8931197033743913d7bfaecac2c6ff15  example.py
+17abbccae531319bc804f1d672115afc77959198f9bb4402480f68eb8a166b8c  README.md
+b040b84b01857e953e551e84502591c9bd828b67f89c6c9b6e048484a02b3a82  example.py
 1de7c106ae978de21433152bdb4ba6b09118b33be81b7ee4851420f0013a7e76  krea2_outpaint_rank32.safetensors
-cb200ee7b4d12eb5cc1f663a661b7b7902bc955dc3d6286447a2ee77fbedc7d7  outpaint.py
+fc176da8a96ee0d62651be5263f18a0bc8b1f9cd243111a31ddce05a62851024  outpaint.py
 877de17e0a9f7e42700d345b84a2ae9a3a3e559fdd5a69d4fb66a1db35f4449f  pipeline.py
+7381158f63813b73304dc3f7b4aa67e0fa0198c0d90f5a7fd0bb677762d89fe5  showcase/3d_extend_both_sides.webp
+a9820f33bf3b01f98d8eacd90043f93194f067065eff25bb324516342f3e48b5  showcase/3d_source.webp
+c22cde7637b181c62b4de7681f620431b0dec19a29e7d0d894cc4ab1e77c738b  showcase/photo_extend_right.webp
+f7b9c0f9dad314b3bccf5f551722c8e4d424332f9aab812f571bfd8539671010  showcase/photo_source.webp
+bdd42512ecc882911b7b36de474dbe11756fb8050be093f072e21723974d4035  showcase/watercolor_extend_down.webp
+6f0b4f20d16e505f55f9972d0e31f1bbc4de4040f5c7693e410c23f7b569a49d  showcase/watercolor_source.webp

example.py

@@ -65,4 +65,3 @@ def main() -> None:
 
 if __name__ == "__main__":
     main()
-

outpaint.py

@@ -147,4 +147,3 @@ def composite(generated: Image.Image, prepared: RegisteredSource) -> Image.Image
     result = generated.copy()
     result.paste(prepared.placed_source, prepared.bbox[:2], alpha_image)
     return result
-