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README.md

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+---
+tags:
+  - ltx-2
+  - ltx-video
+  - text-to-video
+  - audio-video
+pinned: true
+language:
+  - en
+license: other
+pipeline_tag: text-to-video
+library_name: diffusers
+---
+
+# questro_LTX
+
+This is a fine-tuned version of [`ltx-2-19b-dev.safetensors`](/workspace/models/ltx2/ltx-2-19b-dev.safetensors) trained on custom data.
+
+## Model Details
+
+- **Base Model:** [`ltx-2-19b-dev.safetensors`](/workspace/models/ltx2/ltx-2-19b-dev.safetensors)
+- **Training Type:** LoRA fine-tuning
+- **Training Steps:** 2500
+- **Learning Rate:** 0.0001
+- **Batch Size:** 1
+
+## Sample Outputs
+
+| | | | |
+|:---:|:---:|:---:|:---:|
+| ![example1](./samples/sample_0.gif)<br><details style="max-width: 300px; margin: auto;"><summary>Prompt</summary>Questro is walking in a dystopian universe</details> |
+
+## Usage
+
+This model is designed to be used with the LTX-2 (Lightricks Audio-Video) pipeline.
+
+### 🔌 Using Trained LoRAs in ComfyUI
+
+In order to use the trained LoRA in ComfyUI, follow these steps:
+
+1. Copy your trained LoRA checkpoint (`.safetensors` file) to the `models/loras` folder in your ComfyUI installation.
+2. In your ComfyUI workflow:
+    - Add the "Load LoRA" node to choose your LoRA file
+    - Connect it to the "Load Checkpoint" node to apply the LoRA to the base model
+
+You can find reference Text-to-Video (T2V) and Image-to-Video (I2V) workflows in the
+official [LTX-2 repository](https://github.com/Lightricks/LTX-2).
+
+### Example Prompts
+
+Example prompts used during validation:
+
+- `Questro is walking in a dystopian universe`
+
+
+
+This model inherits the license of the base model ([`ltx-2-19b-dev.safetensors`](/workspace/models/ltx2/ltx-2-19b-dev.safetensors)).
+
+## Acknowledgments
+
+- Base model: [Lightricks](https://huggingface.co/Lightricks/LTX-2)
+- Trainer: [LTX-2](https://github.com/Lightricks/LTX-2)

lora_weights_step_02500.safetensors

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