kabachuha
/

ltx2-cakeify

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README.md ADDED Viewed

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+---
+tags:
+- text-to-image
+- lora
+- diffusers
+- template:diffusion-lora
+widget:
+- output:
+    url: images/LTX2IV_00236-audio.webp
+  text: >-
+    The video opens on a cake. A knife, held by a hand, is coming into frame and
+    hovering over the cake. The knife then begins cutting into the cake to c4k3
+    cakeify it. As the knife slices the cake open, the inside of the cake is
+    revealed to be cake with chocolate layers. The knife cuts through and the
+    contents of the cake are revealed.
+- output:
+    url: images/LTX2IV_00233-audio.webp
+  text: >-
+    The video opens on a cake. A knife, held by a hand, is coming into frame and
+    hovering over the cake. The knife then begins cutting into the cake to c4k3
+    cakeify it. As the knife slices the cake open, the inside of the cake is
+    revealed to be cake with chocolate layers. The knife cuts through and the
+    contents of the cake are revealed.
+- output:
+    url: images/LTX2IV_00229-audio.webp
+  text: >-
+    The video opens on a cake. A knife, held by a hand, is coming into frame and
+    hovering over the cake. The knife then begins cutting into the cake to c4k3
+    cakeify it. As the knife slices the cake open, the inside of the cake is
+    revealed to be cake with chocolate layers. The knife cuts through and the
+    contents of the cake are revealed.
+- output:
+    url: images/LTX2IV_00221-audio.webp
+  text: >-
+    The video opens on a cake. A knife, held by a hand, is coming into frame and
+    hovering over the cake. The knife then begins cutting into the cake to c4k3
+    cakeify it. As the knife slices the cake open, the inside of the cake is
+    revealed to be cake with chocolate layers. The knife cuts through and the
+    contents of the cake are revealed.
+- output:
+    url: images/LTX2IV_00215-audio.webp
+  text: >-
+    The video opens on a cake. A knife, held by a hand, is coming into frame and
+    hovering over the cake. The knife then begins cutting into the cake to c4k3
+    cakeify it. As the knife slices the cake open, the inside of the cake is
+    revealed to be cake with chocolate layers. The knife cuts through and the
+    contents of the cake are revealed.
+- output:
+    url: images/LTX2IV_00210-audio.webp
+  text: >-
+    The video opens on a cake. A knife, held by a hand, is coming into frame and
+    hovering over the cake. The knife then begins cutting into the cake to c4k3
+    cakeify it. As the knife slices the cake open, the inside of the cake is
+    revealed to be cake with chocolate layers. The knife cuts through and the
+    contents of the cake are revealed.
+base_model: Lightricks/LTX-2
+instance_prompt: c4k3 cakeify it
+license: other
+license_name: ltx-2-community-license-agreement
+license_link: https://github.com/Lightricks/LTX-2/blob/main/LICENSE
+---
+# LTX-2 Cakeify
+<Gallery />
+## Model description
+# LTX-2 Cakeify
+We all know the potential of a model reveals itself only when LoRAs are trained. This is my *third* LTX-2 LoRA after [Hydraulic press](https:&#x2F;&#x2F;huggingface.co&#x2F;kabachuha&#x2F;ltx2-hydraulic-press) and [Inflate it](https:&#x2F;&#x2F;huggingface.co&#x2F;kabachuha&#x2F;ltx2-inflate-it). It follows the quest of porting some the *classic* VFX LoRAs to LTX-2 (which has sound!).
+This is the second attempt, the first one was with only the attention being tuned. Here, following *inflate-it*, in addition to CREPA and TREAD, I also unfroze **FFN** (&quot;ff.net.0.proj&quot;, &quot;ff.net.2&quot;), however I compensated for its parameter growth by lowerting the overall LoRA rank and the size gain was not that large compared to *H-press* (800 vs 640 Mb, and 1 Gb on *inflate*). The LoRA was trained in **2 hours 41 minutes** (1400 steps) on a single 5090, which I find is medium complexity, and the LoRA is pretty robust to various object types. If the object is stubborn, replace its name in the prompt with &quot;cake&quot; and it will be easier for the model to understand it.
+The LoRA, in contrast to *H-press* or *inflate-it*, has been trained on **pure, real videos** of objects which have had turned out to be a cake after being halved.
+The thing I love the most about LTX-2 is that you are able to set or generate any background music, be it a song or a greek style tune.
+The SimpleTuner training and dataset configs are under config.json and ltx2-multiresolution-inflate-t2v.json respectively.
+## Trigger words
+You should use `c4k3 cakeify it` to trigger the image generation.
+## Download model
+[Download](/kabachuha/ltx2-cakeify/tree/main) them in the Files & versions tab.