Upload folder using huggingface_hub

.gitattributes

@@ -33,3 +33,7 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+samples/sample_0.gif filter=lfs diff=lfs merge=lfs -text
+samples/sample_1.gif filter=lfs diff=lfs merge=lfs -text
+samples/sample_2.gif filter=lfs diff=lfs merge=lfs -text
+samples/sample_3.gif filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,60 @@
+---
+tags:
+- ltx-video
+- image-to-video
+pinned: true
+language:
+- en
+license: other
+pipeline_tag: text-to-video
+library_name: diffusers
+---
+
+# ltxv_2b_lora_soft_draw_v1
+
+This is a fine-tuned version of [`LTXV_2B_0.9.6_DEV`](https://huggingface.co/Lightricks/LTX-Video/blob/main/ltxv-2b-0.9.6-dev-04-25.safetensors) trained on custom data.
+
+## Model Details
+
+- **Base Model:** [`LTXV_2B_0.9.6_DEV`](https://huggingface.co/Lightricks/LTX-Video/blob/main/ltxv-2b-0.9.6-dev-04-25.safetensors)
+- **Training Type:** LoRA fine-tuning
+- **Training Steps:** 3000
+- **Learning Rate:** 0.0002
+- **Batch Size:** 2
+
+## Sample Outputs
+
+| | | | |
+|:---:|:---:|:---:|:---:|
+| ![example1](./samples/sample_0.gif)<br><details style="max-width: 300px; margin: auto;"><summary>Prompt</summary>a snowy village square during a gentle snowfall, with twinkling holiday lights, warmly dressed people strolling past market stalls, and a large decorated tree at the center</details> | ![example2](./samples/sample_1.gif)<br><details style="max-width: 300px; margin: auto;"><summary>Prompt</summary>a deep underwater scene with shafts of light breaking through the surface, illuminating coral reefs and schools of colorful fish swimming gracefully through the blue depths.</details> | ![example3](./samples/sample_2.gif)<br><details style="max-width: 300px; margin: auto;"><summary>Prompt</summary>a dramatic cliffside overlooking a stormy sea, where crashing waves slam against the rocks below, and dark clouds churn above, hinting at an approaching tempest.</details> | ![example4](./samples/sample_3.gif)<br><details style="max-width: 300px; margin: auto;"><summary>Prompt</summary>a peaceful rural farm at sunrise, with golden light spilling across open fields, a red barn in the distance, and a few grazing animals starting their day.</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:
+
+- `a snowy village square during a gentle snowfall, with twinkling holiday lights, warmly dressed people strolling past market stalls, and a large decorated tree at the center`
+- `a deep underwater scene with shafts of light breaking through the surface, illuminating coral reefs and schools of colorful fish swimming gracefully through the blue depths.`
+- `a dramatic cliffside overlooking a stormy sea, where crashing waves slam against the rocks below, and dark clouds churn above, hinting at an approaching tempest.`
+- `a peaceful rural farm at sunrise, with golden light spilling across open fields, a red barn in the distance, and a few grazing animals starting their day.`
+
+
+
+This model inherits the license of the base model ([`LTXV_2B_0.9.6_DEV`](https://huggingface.co/Lightricks/LTX-Video/blob/main/ltxv-2b-0.9.6-dev-04-25.safetensors)).
+
+## Acknowledgments
+
+- Base model by [Lightricks](https://huggingface.co/Lightricks)
+- Training infrastructure: [LTX-Video-Trainer](https://github.com/Lightricks/ltx-video-trainer)

comfy_lora_weights_step_03000.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:15dd73230c93b1870bac418af5fe0d17c8c42742e5fac0aba07f08f558dba065
+size 58780864

lora_weights_step_03000.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:094a85345696820bc78cf7fa253da4f000c12264c284cbc35bbb7e46001962a2
+size 58779104