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README.md

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+---
+tags:
+- ltx-video
+- image-to-video
+pinned: true
+language:
+- en
+license: other
+pipeline_tag: text-to-video
+library_name: diffusers
+---
+
+# ltxv-13b-097-lora-cakeify
+
+This is a fine-tuned version of [`LTXV_13B_097_DEV`](https://huggingface.co/Lightricks/LTX-Video/blob/main/ltxv-13b-0.9.7-dev.safetensors) trained on custom data.
+
+## Model Details
+
+- **Base Model:** [`LTXV_13B_097_DEV`](https://huggingface.co/Lightricks/LTX-Video/blob/main/ltxv-13b-0.9.7-dev.safetensors)
+- **Training Type:** LoRA fine-tuning
+- **Training Steps:** 2000
+- **Learning Rate:** 0.0002
+- **Batch Size:** 1
+
+## Sample Outputs
+
+| | | | |
+|:---:|:---:|:---:|:---:|
+| ![example1](./samples/sample_0.gif)<br><details style="max-width: 300px; margin: auto;"><summary>Prompt</summary>CAKEIFY a person using a knife to cut a cake shaped like bottle of mouthwash</details> | ![example2](./samples/sample_1.gif)<br><details style="max-width: 300px; margin: auto;"><summary>Prompt</summary>CAKEIFY a person using a knife to cut a cake shaped like potted plant</details> | ![example3](./samples/sample_2.gif)<br><details style="max-width: 300px; margin: auto;"><summary>Prompt</summary>CAKEIFY a person using a knife to cut a cake shaped like a jar of Nutella</details> |
+
+## Usage
+
+This model is designed to be used with the LTXV (Lightricks Text-to-Video) pipeline.
+
+### 🔌 Using Trained LoRAs in ComfyUI
+In order to use the trained lora in comfy:
+1. Copy your comfyui trained LoRA weights (`comfyui..safetensors` file) to the `models/loras` folder in your ComfyUI installation.
+2. In your ComfyUI workflow:
+   - Add the "LTXV LoRA Selector" node to choose your LoRA file
+   - Connect it to the "LTXV LoRA Loader" node to apply the LoRA to your generation
+
+You can find reference Text-to-Video (T2V) and Image-to-Video (I2V) workflows in the [official LTXV ComfyUI repository](https://github.com/Lightricks/ComfyUI-LTXVideo).
+
+### Example Prompts
+
+Example prompts used during validation:
+
+- `CAKEIFY a person using a knife to cut a cake shaped like bottle of mouthwash`
+- `CAKEIFY a person using a knife to cut a cake shaped like potted plant`
+- `CAKEIFY a person using a knife to cut a cake shaped like a jar of Nutella`
+
+
+
+This model inherits the license of the base model ([`LTXV_13B_097_DEV`](https://huggingface.co/Lightricks/LTX-Video/blob/main/ltxv-13b-0.9.7-dev.safetensors)).
+
+## Acknowledgments
+
+- Base model by [Lightricks](https://huggingface.co/Lightricks)
+- Training infrastructure: [LTX-Video-Trainer](https://github.com/Lightricks/ltx-video-trainer)

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