Commit ·
eb9935f
0
Parent(s):
Duplicate from Lightricks/LTX-Video-ICLoRA-canny-13b-0.9.7
Browse filesCo-authored-by: Matan <matanby@users.noreply.huggingface.co>
.gitattributes
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
*.7z filter=lfs diff=lfs merge=lfs -text
|
| 2 |
+
*.arrow filter=lfs diff=lfs merge=lfs -text
|
| 3 |
+
*.bin filter=lfs diff=lfs merge=lfs -text
|
| 4 |
+
*.bz2 filter=lfs diff=lfs merge=lfs -text
|
| 5 |
+
*.ckpt filter=lfs diff=lfs merge=lfs -text
|
| 6 |
+
*.ftz filter=lfs diff=lfs merge=lfs -text
|
| 7 |
+
*.gz filter=lfs diff=lfs merge=lfs -text
|
| 8 |
+
*.h5 filter=lfs diff=lfs merge=lfs -text
|
| 9 |
+
*.joblib filter=lfs diff=lfs merge=lfs -text
|
| 10 |
+
*.lfs.* filter=lfs diff=lfs merge=lfs -text
|
| 11 |
+
*.mlmodel filter=lfs diff=lfs merge=lfs -text
|
| 12 |
+
*.model filter=lfs diff=lfs merge=lfs -text
|
| 13 |
+
*.msgpack filter=lfs diff=lfs merge=lfs -text
|
| 14 |
+
*.npy filter=lfs diff=lfs merge=lfs -text
|
| 15 |
+
*.npz filter=lfs diff=lfs merge=lfs -text
|
| 16 |
+
*.onnx filter=lfs diff=lfs merge=lfs -text
|
| 17 |
+
*.ot filter=lfs diff=lfs merge=lfs -text
|
| 18 |
+
*.parquet filter=lfs diff=lfs merge=lfs -text
|
| 19 |
+
*.pb filter=lfs diff=lfs merge=lfs -text
|
| 20 |
+
*.pickle filter=lfs diff=lfs merge=lfs -text
|
| 21 |
+
*.pkl filter=lfs diff=lfs merge=lfs -text
|
| 22 |
+
*.pt filter=lfs diff=lfs merge=lfs -text
|
| 23 |
+
*.pth filter=lfs diff=lfs merge=lfs -text
|
| 24 |
+
*.rar filter=lfs diff=lfs merge=lfs -text
|
| 25 |
+
*.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 26 |
+
saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
| 27 |
+
*.tar.* filter=lfs diff=lfs merge=lfs -text
|
| 28 |
+
*.tar filter=lfs diff=lfs merge=lfs -text
|
| 29 |
+
*.tflite filter=lfs diff=lfs merge=lfs -text
|
| 30 |
+
*.tgz filter=lfs diff=lfs merge=lfs -text
|
| 31 |
+
*.wasm filter=lfs diff=lfs merge=lfs -text
|
| 32 |
+
*.xz filter=lfs diff=lfs merge=lfs -text
|
| 33 |
+
*.zip filter=lfs diff=lfs merge=lfs -text
|
| 34 |
+
*.zst filter=lfs diff=lfs merge=lfs -text
|
| 35 |
+
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
| 36 |
+
samples/sample_0.gif filter=lfs diff=lfs merge=lfs -text
|
LTX-Video-Open-Weights-License-0.X.txt
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
LTX Video ("LTXV")
|
| 2 |
+
|
README.md
ADDED
|
@@ -0,0 +1,65 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
tags:
|
| 3 |
+
- ltx-video
|
| 4 |
+
- image-to-video
|
| 5 |
+
- text-to-video
|
| 6 |
+
pinned: true
|
| 7 |
+
language:
|
| 8 |
+
- en
|
| 9 |
+
license: other
|
| 10 |
+
pipeline_tag: text-to-video
|
| 11 |
+
library_name: diffusers
|
| 12 |
+
datasets:
|
| 13 |
+
- Lightricks/Canny-Control-Dataset
|
| 14 |
+
base_model:
|
| 15 |
+
- Lightricks/LTX-Video-0.9.7-dev
|
| 16 |
+
---
|
| 17 |
+
|
| 18 |
+
# LTX Video ICLoRA Canny 13B 0.9.7
|
| 19 |
+
|
| 20 |
+
This is a canny control model on top of [`LTXV_13B_097_DEV`](https://huggingface.co/Lightricks/LTX-Video/blob/main/ltxv-13b-0.9.7-dev.safetensors) trained on custom data.
|
| 21 |
+
|
| 22 |
+
## What is In-Context LoRA (IC LoRA)?
|
| 23 |
+
|
| 24 |
+
IC LoRA is a method that enables adding video context into the video generation process. This approach allows for video-to-video control on top of the text-to-video model, providing more precise control over the generated content by conditioning the model on reference video frames during inference.
|
| 25 |
+
|
| 26 |
+
comfy compatible model: [ltxv-097-ic-lora-canny-control-comfyui.safetensors](https://huggingface.co/Lightricks/LTX-Video-ICLoRA-canny-13b-0.9.7/blob/main/ltxv-097-ic-lora-canny-control-comfyui.safetensors)
|
| 27 |
+
|
| 28 |
+
|
| 29 |
+
diffusers compatible model:[ltxv-097-ic-lora-canny-control-diffusers.safetensors](https://huggingface.co/Lightricks/LTX-Video-ICLoRA-canny-13b-0.9.7/blob/main/ltxv-097-ic-lora-canny-control-diffusers.safetensors)
|
| 30 |
+
|
| 31 |
+
## License
|
| 32 |
+
|
| 33 |
+
For licensing information, please refer to the [LTXV Open Weights License](LTX-Video-Open-Weights-License-0.X.txt).
|
| 34 |
+
## Model Details
|
| 35 |
+
|
| 36 |
+
- **Base Model:** [`LTXV_13B_097_DEV`](https://huggingface.co/Lightricks/LTX-Video/blob/main/ltxv-13b-0.9.7-dev.safetensors)
|
| 37 |
+
- **Training Type:** IC LoRA training
|
| 38 |
+
- **Learning Rate:** 0.0002
|
| 39 |
+
|
| 40 |
+
## Sample Outputs
|
| 41 |
+
|
| 42 |
+
|
| 43 |
+
| |
|
| 44 |
+
|:---:|
|
| 45 |
+
|  |
|
| 46 |
+
|
| 47 |
+
## Usage
|
| 48 |
+
|
| 49 |
+
This model is designed to be used with the LTXV (Lightricks Text-to-Video) pipeline.
|
| 50 |
+
|
| 51 |
+
### 🔌 Using Trained LoRAs in ComfyUI
|
| 52 |
+
In order to use the trained lora in comfy:
|
| 53 |
+
1. Copy the comfyui trained LoRA weights to the `models/loras` folder in your ComfyUI installation.
|
| 54 |
+
2. Use ic_lora/ic-lora.json from [official LTXV ComfyUI repository](https://github.com/Lightricks/ComfyUI-LTXVideo)
|
| 55 |
+
|
| 56 |
+
|
| 57 |
+
|
| 58 |
+
|
| 59 |
+
## Dataset
|
| 60 |
+
https://huggingface.co/datasets/Lightricks/Canny-Control-Dataset/
|
| 61 |
+
|
| 62 |
+
## Acknowledgments
|
| 63 |
+
|
| 64 |
+
- Base model by [Lightricks](https://huggingface.co/Lightricks)
|
| 65 |
+
- Training infrastructure: [LTX-Video-Trainer](https://github.com/Lightricks/ltx-video-trainer)
|
ltxv-097-ic-lora-canny-control-comfyui.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:27b1ab9b529dad0e6c5e2d2a68dbd50062353c89c37c2a0777389e5ff4f17451
|
| 3 |
+
size 81918064
|
ltxv-097-ic-lora-canny-control-diffusers.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:955e870a063a1eb2a5c4858ad06257faf5e823bd6b6b7eaa8e91444f770498a6
|
| 3 |
+
size 81914224
|
samples/sample_0.gif
ADDED
|
Git LFS Details
|