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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
+---
+
+# swing-u-sinnerz
+
+This is a fine-tuned version of [`ltx-2-19b-dev.safetensors`](/mnt/ltx-trainer/modals/ltx-2-19b-dev/ltx-2-19b-dev/ltx-2-19b-dev.safetensors) trained on custom data.
+
+## Model Details
+
+- **Base Model:** [`ltx-2-19b-dev.safetensors`](/mnt/ltx-trainer/modals/ltx-2-19b-dev/ltx-2-19b-dev/ltx-2-19b-dev.safetensors)
+- **Training Type:** LoRA fine-tuning
+- **Training Steps:** 2000
+- **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>A black-and-white 1930s rubber-hose cartoon character with stretchy limbs walks down a crooked city street at night under a flickering streetlamp, pausing to glance at a shadow that slowly crawls along a brick wall behind them. The characters eyes widen and their mouth stretches in a startled expression, then they shuffle backward with bouncy steps as the shadow grows larger. The audio includes a soft projector hum and film crackle, light tap-tap footsteps on pavement, a quiet spooky jazz riff from muted brass and upright bass, and a short cartoon whoosh as the shadow slides across the wall.</details> | ![example2](./samples/sample_1.gif)<br><details style="max-width: 300px; margin: auto;"><summary>Prompt</summary>A black-and-white 1930s rubber-hose cartoon character sits at a small upright piano in a surreal underworld room with warped picture frames and swaying candles, playing a simple jazzy rhythm while their head and shoulders bob in time. As the melody continues, the room’s shadows stretch and bend in odd shapes and the character looks left and right with an uneasy grin, then pulls their hands back as if something is moving inside the piano. The audio features soft piano notes with a light swing feel, subtle projector hiss and film crackle, gentle creaks from the room, and brief cartoon squeaks timed to the character’s movements.</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:
+
+- `A black-and-white 1930s rubber-hose cartoon character with stretchy limbs walks down a crooked city street at night under a flickering streetlamp, pausing to glance at a shadow that slowly crawls along a brick wall behind them. The characters eyes widen and their mouth stretches in a startled expression, then they shuffle backward with bouncy steps as the shadow grows larger. The audio includes a soft projector hum and film crackle, light tap-tap footsteps on pavement, a quiet spooky jazz riff from muted brass and upright bass, and a short cartoon whoosh as the shadow slides across the wall.`
+- `A black-and-white 1930s rubber-hose cartoon character sits at a small upright piano in a surreal underworld room with warped picture frames and swaying candles, playing a simple jazzy rhythm while their head and shoulders bob in time. As the melody continues, the room’s shadows stretch and bend in odd shapes and the character looks left and right with an uneasy grin, then pulls their hands back as if something is moving inside the piano. The audio features soft piano notes with a light swing feel, subtle projector hiss and film crackle, gentle creaks from the room, and brief cartoon squeaks timed to the character’s movements.`
+
+
+
+This model inherits the license of the base model ([`ltx-2-19b-dev.safetensors`](/mnt/ltx-trainer/modals/ltx-2-19b-dev/ltx-2-19b-dev/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_02000.safetensors

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