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- README.md +110 -0
- examples/input_0.png +3 -0
- examples/input_1.png +3 -0
- examples/output.png +3 -0
- inference.py +78 -0
- model_index.json +28 -0
- processor/chat_template.jinja +120 -0
- processor/processor_config.json +60 -0
- processor/tokenizer.json +3 -0
- processor/tokenizer_config.json +31 -0
- scheduler/scheduler_config.json +18 -0
- text_encoder/config.json +65 -0
- text_encoder/generation_config.json +14 -0
- text_encoder/model-00001-of-00004.safetensors +3 -0
- text_encoder/model-00002-of-00004.safetensors +3 -0
- text_encoder/model-00003-of-00004.safetensors +3 -0
- text_encoder/model-00004-of-00004.safetensors +3 -0
- text_encoder/model.safetensors.index.json +758 -0
- tokenizer/chat_template.jinja +120 -0
- tokenizer/tokenizer.json +3 -0
- tokenizer/tokenizer_config.json +30 -0
- transformer/config.json +23 -0
- transformer/diffusion_pytorch_model-00001-of-00007.safetensors +3 -0
- transformer/diffusion_pytorch_model-00002-of-00007.safetensors +3 -0
- transformer/diffusion_pytorch_model-00003-of-00007.safetensors +3 -0
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- transformer/diffusion_pytorch_model-00006-of-00007.safetensors +3 -0
- transformer/diffusion_pytorch_model-00007-of-00007.safetensors +3 -0
- transformer/diffusion_pytorch_model.safetensors.index.json +901 -0
- vae/config.json +63 -0
- vae/diffusion_pytorch_model.safetensors +3 -0
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README.md
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---
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license: apache-2.0
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---
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| 1 |
---
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| 2 |
license: apache-2.0
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| 3 |
+
library_name: diffusers
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| 4 |
+
pipeline_tag: image-to-image
|
| 5 |
+
tags:
|
| 6 |
+
- image-editing
|
| 7 |
+
- multi-image
|
| 8 |
+
- diffusers
|
| 9 |
+
- joyai
|
| 10 |
+
base_model:
|
| 11 |
+
- Qwen/Qwen3-VL-8B-Instruct
|
| 12 |
---
|
| 13 |
+
|
| 14 |
+
# JoyAI-Image Edit Plus
|
| 15 |
+
|
| 16 |
+
JoyAI-Image Edit Plus is a multi-image instruction-guided editing model from the [JoyAI-Image](https://github.com/jd-opensource/JoyAI-Image) family. It accepts **multiple reference images** and a text instruction to generate a new image that combines elements from the references according to the instruction.
|
| 17 |
+
|
| 18 |
+
## Model Architecture
|
| 19 |
+
|
| 20 |
+
| Component | Model | Size |
|
| 21 |
+
|-----------|-------|------|
|
| 22 |
+
| Text Encoder | Qwen3-VL-8B-Instruct | 8B |
|
| 23 |
+
| Transformer (MMDiT) | JoyImageEditPlusTransformer3DModel | 16B |
|
| 24 |
+
| VAE | AutoencoderKLWan | 240M |
|
| 25 |
+
| Scheduler | FlowMatchEulerDiscreteScheduler | - |
|
| 26 |
+
|
| 27 |
+
Key design:
|
| 28 |
+
- **Patchified latent representation**: Input images and target noise are independently patchified into `[B, max_patches, C, pt, ph, pw]` format with a `target_mask` to distinguish target noise from reference patches.
|
| 29 |
+
- **Variable reference images**: Supports 1–6 reference images per sample via dynamic `shape_list`.
|
| 30 |
+
- **Norm-guided CFG**: Batch-concatenated classifier-free guidance with norm rescaling in a single forward pass.
|
| 31 |
+
|
| 32 |
+
## Usage
|
| 33 |
+
|
| 34 |
+
```python
|
| 35 |
+
import torch
|
| 36 |
+
from PIL import Image
|
| 37 |
+
from diffusers import JoyImageEditPlusPipeline
|
| 38 |
+
|
| 39 |
+
pipe = JoyImageEditPlusPipeline.from_pretrained(
|
| 40 |
+
"jdopensource/JoyAI-Image-Edit-Plus-Diffusers",
|
| 41 |
+
torch_dtype=torch.bfloat16,
|
| 42 |
+
).to("cuda")
|
| 43 |
+
|
| 44 |
+
# Load reference images
|
| 45 |
+
images = [
|
| 46 |
+
Image.open("reference_0.png").convert("RGB"),
|
| 47 |
+
Image.open("reference_1.png").convert("RGB"),
|
| 48 |
+
]
|
| 49 |
+
|
| 50 |
+
# Determine output resolution from the last reference image
|
| 51 |
+
target_h, target_w = pipe._get_bucket_size(images[-1])
|
| 52 |
+
|
| 53 |
+
# Generate
|
| 54 |
+
result = pipe(
|
| 55 |
+
images=images,
|
| 56 |
+
prompt="Combine the person from the second image with the scene from the first image.",
|
| 57 |
+
negative_prompt="low quality, blurry, deformed",
|
| 58 |
+
height=target_h,
|
| 59 |
+
width=target_w,
|
| 60 |
+
num_inference_steps=30,
|
| 61 |
+
guidance_scale=4.0,
|
| 62 |
+
generator=torch.Generator(device="cuda").manual_seed(42),
|
| 63 |
+
)
|
| 64 |
+
result.images[0].save("output.png")
|
| 65 |
+
```
|
| 66 |
+
|
| 67 |
+
## Example
|
| 68 |
+
|
| 69 |
+
**Prompt:** "The woman is lovingly holding the cute puppy in her arms"
|
| 70 |
+
|
| 71 |
+
| Input 0 | Input 1 | Output |
|
| 72 |
+
|---------|---------|--------|
|
| 73 |
+
|  |  |  |
|
| 74 |
+
|
| 75 |
+
## Recommended Parameters
|
| 76 |
+
|
| 77 |
+
| Parameter | Value |
|
| 78 |
+
|-----------|-------|
|
| 79 |
+
| `num_inference_steps` | 30 |
|
| 80 |
+
| `guidance_scale` | 4.0 |
|
| 81 |
+
| `torch_dtype` | `torch.bfloat16` |
|
| 82 |
+
| Resolution | Auto-detected via `_get_bucket_size()` (1024-base buckets) |
|
| 83 |
+
|
| 84 |
+
## CLI Inference
|
| 85 |
+
|
| 86 |
+
```bash
|
| 87 |
+
python inference.py \
|
| 88 |
+
--model_path jdopensource/JoyAI-Image-Edit-Plus-Diffusers \
|
| 89 |
+
--images examples/input_0.png examples/input_1.png \
|
| 90 |
+
--prompt "The woman is lovingly holding the cute puppy in her arms" \
|
| 91 |
+
--num_inference_steps 30 \
|
| 92 |
+
--guidance_scale 4.0 \
|
| 93 |
+
--seed 42 \
|
| 94 |
+
--output output.png
|
| 95 |
+
```
|
| 96 |
+
|
| 97 |
+
## Model Details
|
| 98 |
+
|
| 99 |
+
- **Developed by**: JD.com
|
| 100 |
+
- **License**: Apache-2.0
|
| 101 |
+
- **Diffusers version**: >= 0.39.0
|
| 102 |
+
- **Framework**: PyTorch
|
| 103 |
+
|
| 104 |
+
## Citation
|
| 105 |
+
|
| 106 |
+
```bibtex
|
| 107 |
+
@misc{joyai-image-2025,
|
| 108 |
+
title={JoyAI-Image: A Unified Multimodal Foundation Model for Image Understanding, Generation, and Editing},
|
| 109 |
+
author={JD AI Research},
|
| 110 |
+
year={2025},
|
| 111 |
+
url={https://github.com/jd-opensource/JoyAI-Image}
|
| 112 |
+
}
|
| 113 |
+
```
|
examples/input_0.png
ADDED
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Git LFS Details
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examples/input_1.png
ADDED
|
Git LFS Details
|
examples/output.png
ADDED
|
Git LFS Details
|
inference.py
ADDED
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| 1 |
+
"""
|
| 2 |
+
JoyAI-Image Edit Plus — Diffusers Inference Script
|
| 3 |
+
|
| 4 |
+
Multi-image instruction-guided editing: provide reference images and a text
|
| 5 |
+
instruction to generate a new image that combines elements from the references.
|
| 6 |
+
"""
|
| 7 |
+
|
| 8 |
+
import argparse
|
| 9 |
+
|
| 10 |
+
import torch
|
| 11 |
+
from PIL import Image
|
| 12 |
+
|
| 13 |
+
from diffusers import JoyImageEditPlusPipeline
|
| 14 |
+
|
| 15 |
+
|
| 16 |
+
def parse_args():
|
| 17 |
+
parser = argparse.ArgumentParser(description="JoyAI-Image Edit Plus inference")
|
| 18 |
+
parser.add_argument(
|
| 19 |
+
"--model_path",
|
| 20 |
+
type=str,
|
| 21 |
+
default="jdopensource/JoyAI-Image-Edit-Plus-Diffusers",
|
| 22 |
+
help="Path or HuggingFace repo ID of the model",
|
| 23 |
+
)
|
| 24 |
+
parser.add_argument(
|
| 25 |
+
"--images",
|
| 26 |
+
type=str,
|
| 27 |
+
nargs="+",
|
| 28 |
+
required=True,
|
| 29 |
+
help="Paths to reference images (1-6 images)",
|
| 30 |
+
)
|
| 31 |
+
parser.add_argument(
|
| 32 |
+
"--prompt",
|
| 33 |
+
type=str,
|
| 34 |
+
required=True,
|
| 35 |
+
help="Text instruction for editing",
|
| 36 |
+
)
|
| 37 |
+
parser.add_argument(
|
| 38 |
+
"--negative_prompt",
|
| 39 |
+
type=str,
|
| 40 |
+
default="low quality, blurry, deformed",
|
| 41 |
+
help="Negative prompt",
|
| 42 |
+
)
|
| 43 |
+
parser.add_argument("--num_inference_steps", type=int, default=30)
|
| 44 |
+
parser.add_argument("--guidance_scale", type=float, default=4.0)
|
| 45 |
+
parser.add_argument("--seed", type=int, default=42)
|
| 46 |
+
parser.add_argument("--output", type=str, default="output.png")
|
| 47 |
+
return parser.parse_args()
|
| 48 |
+
|
| 49 |
+
|
| 50 |
+
def main():
|
| 51 |
+
args = parse_args()
|
| 52 |
+
|
| 53 |
+
pipe = JoyImageEditPlusPipeline.from_pretrained(
|
| 54 |
+
args.model_path,
|
| 55 |
+
torch_dtype=torch.bfloat16,
|
| 56 |
+
).to("cuda")
|
| 57 |
+
|
| 58 |
+
images = [Image.open(p).convert("RGB") for p in args.images]
|
| 59 |
+
|
| 60 |
+
target_h, target_w = pipe._get_bucket_size(images[-1])
|
| 61 |
+
|
| 62 |
+
result = pipe(
|
| 63 |
+
images=images,
|
| 64 |
+
prompt=args.prompt,
|
| 65 |
+
negative_prompt=args.negative_prompt,
|
| 66 |
+
height=target_h,
|
| 67 |
+
width=target_w,
|
| 68 |
+
num_inference_steps=args.num_inference_steps,
|
| 69 |
+
guidance_scale=args.guidance_scale,
|
| 70 |
+
generator=torch.Generator(device="cuda").manual_seed(args.seed),
|
| 71 |
+
)
|
| 72 |
+
|
| 73 |
+
result.images[0].save(args.output)
|
| 74 |
+
print(f"Saved to {args.output}")
|
| 75 |
+
|
| 76 |
+
|
| 77 |
+
if __name__ == "__main__":
|
| 78 |
+
main()
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model_index.json
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{
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"_class_name": "JoyImageEditPlusPipeline",
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| 3 |
+
"_diffusers_version": "0.39.0.dev0",
|
| 4 |
+
"processor": [
|
| 5 |
+
"transformers",
|
| 6 |
+
"Qwen3VLProcessor"
|
| 7 |
+
],
|
| 8 |
+
"scheduler": [
|
| 9 |
+
"diffusers",
|
| 10 |
+
"FlowMatchEulerDiscreteScheduler"
|
| 11 |
+
],
|
| 12 |
+
"text_encoder": [
|
| 13 |
+
"transformers",
|
| 14 |
+
"Qwen3VLForConditionalGeneration"
|
| 15 |
+
],
|
| 16 |
+
"tokenizer": [
|
| 17 |
+
"transformers",
|
| 18 |
+
"Qwen2Tokenizer"
|
| 19 |
+
],
|
| 20 |
+
"transformer": [
|
| 21 |
+
"diffusers",
|
| 22 |
+
"JoyImageEditPlusTransformer3DModel"
|
| 23 |
+
],
|
| 24 |
+
"vae": [
|
| 25 |
+
"diffusers",
|
| 26 |
+
"AutoencoderKLWan"
|
| 27 |
+
]
|
| 28 |
+
}
|
processor/chat_template.jinja
ADDED
|
@@ -0,0 +1,120 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{%- if tools %}
|
| 2 |
+
{{- '<|im_start|>system\n' }}
|
| 3 |
+
{%- if messages[0].role == 'system' %}
|
| 4 |
+
{%- if messages[0].content is string %}
|
| 5 |
+
{{- messages[0].content }}
|
| 6 |
+
{%- else %}
|
| 7 |
+
{%- for content in messages[0].content %}
|
| 8 |
+
{%- if 'text' in content %}
|
| 9 |
+
{{- content.text }}
|
| 10 |
+
{%- endif %}
|
| 11 |
+
{%- endfor %}
|
| 12 |
+
{%- endif %}
|
| 13 |
+
{{- '\n\n' }}
|
| 14 |
+
{%- endif %}
|
| 15 |
+
{{- "# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }}
|
| 16 |
+
{%- for tool in tools %}
|
| 17 |
+
{{- "\n" }}
|
| 18 |
+
{{- tool | tojson }}
|
| 19 |
+
{%- endfor %}
|
| 20 |
+
{{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|im_end|>\n" }}
|
| 21 |
+
{%- else %}
|
| 22 |
+
{%- if messages[0].role == 'system' %}
|
| 23 |
+
{{- '<|im_start|>system\n' }}
|
| 24 |
+
{%- if messages[0].content is string %}
|
| 25 |
+
{{- messages[0].content }}
|
| 26 |
+
{%- else %}
|
| 27 |
+
{%- for content in messages[0].content %}
|
| 28 |
+
{%- if 'text' in content %}
|
| 29 |
+
{{- content.text }}
|
| 30 |
+
{%- endif %}
|
| 31 |
+
{%- endfor %}
|
| 32 |
+
{%- endif %}
|
| 33 |
+
{{- '<|im_end|>\n' }}
|
| 34 |
+
{%- endif %}
|
| 35 |
+
{%- endif %}
|
| 36 |
+
{%- set image_count = namespace(value=0) %}
|
| 37 |
+
{%- set video_count = namespace(value=0) %}
|
| 38 |
+
{%- for message in messages %}
|
| 39 |
+
{%- if message.role == "user" %}
|
| 40 |
+
{{- '<|im_start|>' + message.role + '\n' }}
|
| 41 |
+
{%- if message.content is string %}
|
| 42 |
+
{{- message.content }}
|
| 43 |
+
{%- else %}
|
| 44 |
+
{%- for content in message.content %}
|
| 45 |
+
{%- if content.type == 'image' or 'image' in content or 'image_url' in content %}
|
| 46 |
+
{%- set image_count.value = image_count.value + 1 %}
|
| 47 |
+
{%- if add_vision_id %}Picture {{ image_count.value }}: {% endif -%}
|
| 48 |
+
<|vision_start|><|image_pad|><|vision_end|>
|
| 49 |
+
{%- elif content.type == 'video' or 'video' in content %}
|
| 50 |
+
{%- set video_count.value = video_count.value + 1 %}
|
| 51 |
+
{%- if add_vision_id %}Video {{ video_count.value }}: {% endif -%}
|
| 52 |
+
<|vision_start|><|video_pad|><|vision_end|>
|
| 53 |
+
{%- elif 'text' in content %}
|
| 54 |
+
{{- content.text }}
|
| 55 |
+
{%- endif %}
|
| 56 |
+
{%- endfor %}
|
| 57 |
+
{%- endif %}
|
| 58 |
+
{{- '<|im_end|>\n' }}
|
| 59 |
+
{%- elif message.role == "assistant" %}
|
| 60 |
+
{{- '<|im_start|>' + message.role + '\n' }}
|
| 61 |
+
{%- if message.content is string %}
|
| 62 |
+
{{- message.content }}
|
| 63 |
+
{%- else %}
|
| 64 |
+
{%- for content_item in message.content %}
|
| 65 |
+
{%- if 'text' in content_item %}
|
| 66 |
+
{{- content_item.text }}
|
| 67 |
+
{%- endif %}
|
| 68 |
+
{%- endfor %}
|
| 69 |
+
{%- endif %}
|
| 70 |
+
{%- if message.tool_calls %}
|
| 71 |
+
{%- for tool_call in message.tool_calls %}
|
| 72 |
+
{%- if (loop.first and message.content) or (not loop.first) %}
|
| 73 |
+
{{- '\n' }}
|
| 74 |
+
{%- endif %}
|
| 75 |
+
{%- if tool_call.function %}
|
| 76 |
+
{%- set tool_call = tool_call.function %}
|
| 77 |
+
{%- endif %}
|
| 78 |
+
{{- '<tool_call>\n{"name": "' }}
|
| 79 |
+
{{- tool_call.name }}
|
| 80 |
+
{{- '", "arguments": ' }}
|
| 81 |
+
{%- if tool_call.arguments is string %}
|
| 82 |
+
{{- tool_call.arguments }}
|
| 83 |
+
{%- else %}
|
| 84 |
+
{{- tool_call.arguments | tojson }}
|
| 85 |
+
{%- endif %}
|
| 86 |
+
{{- '}\n</tool_call>' }}
|
| 87 |
+
{%- endfor %}
|
| 88 |
+
{%- endif %}
|
| 89 |
+
{{- '<|im_end|>\n' }}
|
| 90 |
+
{%- elif message.role == "tool" %}
|
| 91 |
+
{%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
|
| 92 |
+
{{- '<|im_start|>user' }}
|
| 93 |
+
{%- endif %}
|
| 94 |
+
{{- '\n<tool_response>\n' }}
|
| 95 |
+
{%- if message.content is string %}
|
| 96 |
+
{{- message.content }}
|
| 97 |
+
{%- else %}
|
| 98 |
+
{%- for content in message.content %}
|
| 99 |
+
{%- if content.type == 'image' or 'image' in content or 'image_url' in content %}
|
| 100 |
+
{%- set image_count.value = image_count.value + 1 %}
|
| 101 |
+
{%- if add_vision_id %}Picture {{ image_count.value }}: {% endif -%}
|
| 102 |
+
<|vision_start|><|image_pad|><|vision_end|>
|
| 103 |
+
{%- elif content.type == 'video' or 'video' in content %}
|
| 104 |
+
{%- set video_count.value = video_count.value + 1 %}
|
| 105 |
+
{%- if add_vision_id %}Video {{ video_count.value }}: {% endif -%}
|
| 106 |
+
<|vision_start|><|video_pad|><|vision_end|>
|
| 107 |
+
{%- elif 'text' in content %}
|
| 108 |
+
{{- content.text }}
|
| 109 |
+
{%- endif %}
|
| 110 |
+
{%- endfor %}
|
| 111 |
+
{%- endif %}
|
| 112 |
+
{{- '\n</tool_response>' }}
|
| 113 |
+
{%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
|
| 114 |
+
{{- '<|im_end|>\n' }}
|
| 115 |
+
{%- endif %}
|
| 116 |
+
{%- endif %}
|
| 117 |
+
{%- endfor %}
|
| 118 |
+
{%- if add_generation_prompt %}
|
| 119 |
+
{{- '<|im_start|>assistant\n' }}
|
| 120 |
+
{%- endif %}
|
processor/processor_config.json
ADDED
|
@@ -0,0 +1,60 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"image_processor": {
|
| 3 |
+
"do_convert_rgb": true,
|
| 4 |
+
"do_normalize": true,
|
| 5 |
+
"do_rescale": true,
|
| 6 |
+
"do_resize": true,
|
| 7 |
+
"image_mean": [
|
| 8 |
+
0.5,
|
| 9 |
+
0.5,
|
| 10 |
+
0.5
|
| 11 |
+
],
|
| 12 |
+
"image_processor_type": "Qwen2VLImageProcessor",
|
| 13 |
+
"image_std": [
|
| 14 |
+
0.5,
|
| 15 |
+
0.5,
|
| 16 |
+
0.5
|
| 17 |
+
],
|
| 18 |
+
"merge_size": 2,
|
| 19 |
+
"patch_size": 16,
|
| 20 |
+
"resample": 3,
|
| 21 |
+
"rescale_factor": 0.00392156862745098,
|
| 22 |
+
"size": {
|
| 23 |
+
"longest_edge": 16777216,
|
| 24 |
+
"shortest_edge": 65536
|
| 25 |
+
},
|
| 26 |
+
"temporal_patch_size": 2
|
| 27 |
+
},
|
| 28 |
+
"processor_class": "Qwen3VLProcessor",
|
| 29 |
+
"video_processor": {
|
| 30 |
+
"do_convert_rgb": true,
|
| 31 |
+
"do_normalize": true,
|
| 32 |
+
"do_rescale": true,
|
| 33 |
+
"do_resize": true,
|
| 34 |
+
"do_sample_frames": true,
|
| 35 |
+
"fps": 2,
|
| 36 |
+
"image_mean": [
|
| 37 |
+
0.5,
|
| 38 |
+
0.5,
|
| 39 |
+
0.5
|
| 40 |
+
],
|
| 41 |
+
"image_std": [
|
| 42 |
+
0.5,
|
| 43 |
+
0.5,
|
| 44 |
+
0.5
|
| 45 |
+
],
|
| 46 |
+
"max_frames": 768,
|
| 47 |
+
"merge_size": 2,
|
| 48 |
+
"min_frames": 4,
|
| 49 |
+
"patch_size": 16,
|
| 50 |
+
"resample": 3,
|
| 51 |
+
"rescale_factor": 0.00392156862745098,
|
| 52 |
+
"return_metadata": false,
|
| 53 |
+
"size": {
|
| 54 |
+
"longest_edge": 25165824,
|
| 55 |
+
"shortest_edge": 4096
|
| 56 |
+
},
|
| 57 |
+
"temporal_patch_size": 2,
|
| 58 |
+
"video_processor_type": "Qwen3VLVideoProcessor"
|
| 59 |
+
}
|
| 60 |
+
}
|
processor/tokenizer.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:be75606093db2094d7cd20f3c2f385c212750648bd6ea4fb2bf507a6a4c55506
|
| 3 |
+
size 11422650
|
processor/tokenizer_config.json
ADDED
|
@@ -0,0 +1,31 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_prefix_space": false,
|
| 3 |
+
"backend": "tokenizers",
|
| 4 |
+
"bos_token": null,
|
| 5 |
+
"clean_up_tokenization_spaces": false,
|
| 6 |
+
"eos_token": "<|im_end|>",
|
| 7 |
+
"errors": "replace",
|
| 8 |
+
"extra_special_tokens": [
|
| 9 |
+
"<|im_start|>",
|
| 10 |
+
"<|im_end|>",
|
| 11 |
+
"<|object_ref_start|>",
|
| 12 |
+
"<|object_ref_end|>",
|
| 13 |
+
"<|box_start|>",
|
| 14 |
+
"<|box_end|>",
|
| 15 |
+
"<|quad_start|>",
|
| 16 |
+
"<|quad_end|>",
|
| 17 |
+
"<|vision_start|>",
|
| 18 |
+
"<|vision_end|>",
|
| 19 |
+
"<|vision_pad|>",
|
| 20 |
+
"<|image_pad|>",
|
| 21 |
+
"<|video_pad|>"
|
| 22 |
+
],
|
| 23 |
+
"is_local": true,
|
| 24 |
+
"local_files_only": false,
|
| 25 |
+
"model_max_length": 262144,
|
| 26 |
+
"pad_token": "<|endoftext|>",
|
| 27 |
+
"processor_class": "Qwen3VLProcessor",
|
| 28 |
+
"split_special_tokens": false,
|
| 29 |
+
"tokenizer_class": "Qwen2Tokenizer",
|
| 30 |
+
"unk_token": null
|
| 31 |
+
}
|
scheduler/scheduler_config.json
ADDED
|
@@ -0,0 +1,18 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "FlowMatchEulerDiscreteScheduler",
|
| 3 |
+
"_diffusers_version": "0.39.0.dev0",
|
| 4 |
+
"base_image_seq_len": 256,
|
| 5 |
+
"base_shift": 0.5,
|
| 6 |
+
"invert_sigmas": false,
|
| 7 |
+
"max_image_seq_len": 4096,
|
| 8 |
+
"max_shift": 1.15,
|
| 9 |
+
"num_train_timesteps": 1000,
|
| 10 |
+
"shift": 1.5,
|
| 11 |
+
"shift_terminal": null,
|
| 12 |
+
"stochastic_sampling": false,
|
| 13 |
+
"time_shift_type": "exponential",
|
| 14 |
+
"use_beta_sigmas": false,
|
| 15 |
+
"use_dynamic_shifting": false,
|
| 16 |
+
"use_exponential_sigmas": false,
|
| 17 |
+
"use_karras_sigmas": false
|
| 18 |
+
}
|
text_encoder/config.json
ADDED
|
@@ -0,0 +1,65 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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| 1 |
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{
|
| 2 |
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|
| 3 |
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|
| 4 |
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|
| 5 |
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|
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|
| 7 |
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|
| 8 |
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|
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|
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|
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|
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|
| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
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|
| 18 |
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|
| 19 |
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|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
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|
| 25 |
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|
| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
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|
| 31 |
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|
| 32 |
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|
| 33 |
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|
| 34 |
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|
| 35 |
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|
| 36 |
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|
| 37 |
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|
| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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|
| 42 |
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|
| 43 |
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|
| 44 |
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|
| 45 |
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|
| 46 |
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|
| 47 |
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|
| 48 |
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|
| 49 |
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|
| 50 |
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"hidden_act": "gelu_pytorch_tanh",
|
| 51 |
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|
| 52 |
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|
| 53 |
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|
| 54 |
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|
| 55 |
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|
| 56 |
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|
| 57 |
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|
| 58 |
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|
| 59 |
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|
| 60 |
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|
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|
| 62 |
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|
| 63 |
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|
| 64 |
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|
| 65 |
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|
text_encoder/generation_config.json
ADDED
|
@@ -0,0 +1,14 @@
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| 1 |
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{
|
| 2 |
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|
| 3 |
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"do_sample": true,
|
| 4 |
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"eos_token_id": [
|
| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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|
| 11 |
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|
| 12 |
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"top_p": 0.8,
|
| 13 |
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"transformers_version": "5.6.0"
|
| 14 |
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}
|
text_encoder/model-00001-of-00004.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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|
| 3 |
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size 4905357176
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text_encoder/model-00002-of-00004.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 4915962456
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text_encoder/model-00003-of-00004.safetensors
ADDED
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@@ -0,0 +1,3 @@
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size 4974674312
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text_encoder/model-00004-of-00004.safetensors
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 2738345504
|
text_encoder/model.safetensors.index.json
ADDED
|
@@ -0,0 +1,758 @@
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| 660 |
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|
| 661 |
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|
| 662 |
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|
| 663 |
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|
| 664 |
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|
| 665 |
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|
| 666 |
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|
| 667 |
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| 668 |
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| 669 |
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| 670 |
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|
| 671 |
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|
| 672 |
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|
| 673 |
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|
| 674 |
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|
| 675 |
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|
| 676 |
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|
| 677 |
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| 678 |
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|
| 679 |
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|
| 680 |
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|
| 681 |
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| 682 |
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|
| 683 |
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|
| 684 |
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|
| 685 |
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"model.visual.blocks.6.attn.qkv.weight": "model-00004-of-00004.safetensors",
|
| 686 |
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|
| 687 |
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|
| 688 |
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|
| 689 |
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"model.visual.blocks.6.mlp.linear_fc2.weight": "model-00004-of-00004.safetensors",
|
| 690 |
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"model.visual.blocks.6.norm1.bias": "model-00004-of-00004.safetensors",
|
| 691 |
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"model.visual.blocks.6.norm1.weight": "model-00004-of-00004.safetensors",
|
| 692 |
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"model.visual.blocks.6.norm2.bias": "model-00004-of-00004.safetensors",
|
| 693 |
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"model.visual.blocks.6.norm2.weight": "model-00004-of-00004.safetensors",
|
| 694 |
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"model.visual.blocks.7.attn.proj.bias": "model-00004-of-00004.safetensors",
|
| 695 |
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"model.visual.blocks.7.attn.proj.weight": "model-00004-of-00004.safetensors",
|
| 696 |
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|
| 697 |
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"model.visual.blocks.7.attn.qkv.weight": "model-00004-of-00004.safetensors",
|
| 698 |
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"model.visual.blocks.7.mlp.linear_fc1.bias": "model-00004-of-00004.safetensors",
|
| 699 |
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"model.visual.blocks.7.mlp.linear_fc1.weight": "model-00004-of-00004.safetensors",
|
| 700 |
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"model.visual.blocks.7.mlp.linear_fc2.bias": "model-00004-of-00004.safetensors",
|
| 701 |
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"model.visual.blocks.7.mlp.linear_fc2.weight": "model-00004-of-00004.safetensors",
|
| 702 |
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"model.visual.blocks.7.norm1.bias": "model-00004-of-00004.safetensors",
|
| 703 |
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"model.visual.blocks.7.norm1.weight": "model-00004-of-00004.safetensors",
|
| 704 |
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"model.visual.blocks.7.norm2.bias": "model-00004-of-00004.safetensors",
|
| 705 |
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"model.visual.blocks.7.norm2.weight": "model-00004-of-00004.safetensors",
|
| 706 |
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"model.visual.blocks.8.attn.proj.bias": "model-00004-of-00004.safetensors",
|
| 707 |
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"model.visual.blocks.8.attn.proj.weight": "model-00004-of-00004.safetensors",
|
| 708 |
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"model.visual.blocks.8.attn.qkv.bias": "model-00004-of-00004.safetensors",
|
| 709 |
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"model.visual.blocks.8.attn.qkv.weight": "model-00004-of-00004.safetensors",
|
| 710 |
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"model.visual.blocks.8.mlp.linear_fc1.bias": "model-00004-of-00004.safetensors",
|
| 711 |
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"model.visual.blocks.8.mlp.linear_fc1.weight": "model-00004-of-00004.safetensors",
|
| 712 |
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"model.visual.blocks.8.mlp.linear_fc2.bias": "model-00004-of-00004.safetensors",
|
| 713 |
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"model.visual.blocks.8.mlp.linear_fc2.weight": "model-00004-of-00004.safetensors",
|
| 714 |
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"model.visual.blocks.8.norm1.bias": "model-00004-of-00004.safetensors",
|
| 715 |
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"model.visual.blocks.8.norm1.weight": "model-00004-of-00004.safetensors",
|
| 716 |
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"model.visual.blocks.8.norm2.bias": "model-00004-of-00004.safetensors",
|
| 717 |
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"model.visual.blocks.8.norm2.weight": "model-00004-of-00004.safetensors",
|
| 718 |
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"model.visual.blocks.9.attn.proj.bias": "model-00004-of-00004.safetensors",
|
| 719 |
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"model.visual.blocks.9.attn.proj.weight": "model-00004-of-00004.safetensors",
|
| 720 |
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"model.visual.blocks.9.attn.qkv.bias": "model-00004-of-00004.safetensors",
|
| 721 |
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"model.visual.blocks.9.attn.qkv.weight": "model-00004-of-00004.safetensors",
|
| 722 |
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"model.visual.blocks.9.mlp.linear_fc1.bias": "model-00004-of-00004.safetensors",
|
| 723 |
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|
| 724 |
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|
| 725 |
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|
| 726 |
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"model.visual.blocks.9.norm1.bias": "model-00004-of-00004.safetensors",
|
| 727 |
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"model.visual.blocks.9.norm1.weight": "model-00004-of-00004.safetensors",
|
| 728 |
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"model.visual.blocks.9.norm2.bias": "model-00004-of-00004.safetensors",
|
| 729 |
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"model.visual.blocks.9.norm2.weight": "model-00004-of-00004.safetensors",
|
| 730 |
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|
| 731 |
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"model.visual.deepstack_merger_list.0.linear_fc1.weight": "model-00004-of-00004.safetensors",
|
| 732 |
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|
| 733 |
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|
| 734 |
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"model.visual.deepstack_merger_list.0.norm.bias": "model-00004-of-00004.safetensors",
|
| 735 |
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"model.visual.deepstack_merger_list.0.norm.weight": "model-00004-of-00004.safetensors",
|
| 736 |
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|
| 737 |
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|
| 738 |
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|
| 739 |
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|
| 740 |
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|
| 741 |
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| 742 |
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| 743 |
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| 744 |
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|
| 745 |
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|
| 746 |
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|
| 747 |
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|
| 748 |
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|
| 749 |
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|
| 750 |
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|
| 751 |
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|
| 752 |
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|
| 753 |
+
"model.visual.merger.norm.weight": "model-00004-of-00004.safetensors",
|
| 754 |
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|
| 755 |
+
"model.visual.patch_embed.proj.weight": "model-00004-of-00004.safetensors",
|
| 756 |
+
"model.visual.pos_embed.weight": "model-00004-of-00004.safetensors"
|
| 757 |
+
}
|
| 758 |
+
}
|
tokenizer/chat_template.jinja
ADDED
|
@@ -0,0 +1,120 @@
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|
| 1 |
+
{%- if tools %}
|
| 2 |
+
{{- '<|im_start|>system\n' }}
|
| 3 |
+
{%- if messages[0].role == 'system' %}
|
| 4 |
+
{%- if messages[0].content is string %}
|
| 5 |
+
{{- messages[0].content }}
|
| 6 |
+
{%- else %}
|
| 7 |
+
{%- for content in messages[0].content %}
|
| 8 |
+
{%- if 'text' in content %}
|
| 9 |
+
{{- content.text }}
|
| 10 |
+
{%- endif %}
|
| 11 |
+
{%- endfor %}
|
| 12 |
+
{%- endif %}
|
| 13 |
+
{{- '\n\n' }}
|
| 14 |
+
{%- endif %}
|
| 15 |
+
{{- "# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }}
|
| 16 |
+
{%- for tool in tools %}
|
| 17 |
+
{{- "\n" }}
|
| 18 |
+
{{- tool | tojson }}
|
| 19 |
+
{%- endfor %}
|
| 20 |
+
{{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|im_end|>\n" }}
|
| 21 |
+
{%- else %}
|
| 22 |
+
{%- if messages[0].role == 'system' %}
|
| 23 |
+
{{- '<|im_start|>system\n' }}
|
| 24 |
+
{%- if messages[0].content is string %}
|
| 25 |
+
{{- messages[0].content }}
|
| 26 |
+
{%- else %}
|
| 27 |
+
{%- for content in messages[0].content %}
|
| 28 |
+
{%- if 'text' in content %}
|
| 29 |
+
{{- content.text }}
|
| 30 |
+
{%- endif %}
|
| 31 |
+
{%- endfor %}
|
| 32 |
+
{%- endif %}
|
| 33 |
+
{{- '<|im_end|>\n' }}
|
| 34 |
+
{%- endif %}
|
| 35 |
+
{%- endif %}
|
| 36 |
+
{%- set image_count = namespace(value=0) %}
|
| 37 |
+
{%- set video_count = namespace(value=0) %}
|
| 38 |
+
{%- for message in messages %}
|
| 39 |
+
{%- if message.role == "user" %}
|
| 40 |
+
{{- '<|im_start|>' + message.role + '\n' }}
|
| 41 |
+
{%- if message.content is string %}
|
| 42 |
+
{{- message.content }}
|
| 43 |
+
{%- else %}
|
| 44 |
+
{%- for content in message.content %}
|
| 45 |
+
{%- if content.type == 'image' or 'image' in content or 'image_url' in content %}
|
| 46 |
+
{%- set image_count.value = image_count.value + 1 %}
|
| 47 |
+
{%- if add_vision_id %}Picture {{ image_count.value }}: {% endif -%}
|
| 48 |
+
<|vision_start|><|image_pad|><|vision_end|>
|
| 49 |
+
{%- elif content.type == 'video' or 'video' in content %}
|
| 50 |
+
{%- set video_count.value = video_count.value + 1 %}
|
| 51 |
+
{%- if add_vision_id %}Video {{ video_count.value }}: {% endif -%}
|
| 52 |
+
<|vision_start|><|video_pad|><|vision_end|>
|
| 53 |
+
{%- elif 'text' in content %}
|
| 54 |
+
{{- content.text }}
|
| 55 |
+
{%- endif %}
|
| 56 |
+
{%- endfor %}
|
| 57 |
+
{%- endif %}
|
| 58 |
+
{{- '<|im_end|>\n' }}
|
| 59 |
+
{%- elif message.role == "assistant" %}
|
| 60 |
+
{{- '<|im_start|>' + message.role + '\n' }}
|
| 61 |
+
{%- if message.content is string %}
|
| 62 |
+
{{- message.content }}
|
| 63 |
+
{%- else %}
|
| 64 |
+
{%- for content_item in message.content %}
|
| 65 |
+
{%- if 'text' in content_item %}
|
| 66 |
+
{{- content_item.text }}
|
| 67 |
+
{%- endif %}
|
| 68 |
+
{%- endfor %}
|
| 69 |
+
{%- endif %}
|
| 70 |
+
{%- if message.tool_calls %}
|
| 71 |
+
{%- for tool_call in message.tool_calls %}
|
| 72 |
+
{%- if (loop.first and message.content) or (not loop.first) %}
|
| 73 |
+
{{- '\n' }}
|
| 74 |
+
{%- endif %}
|
| 75 |
+
{%- if tool_call.function %}
|
| 76 |
+
{%- set tool_call = tool_call.function %}
|
| 77 |
+
{%- endif %}
|
| 78 |
+
{{- '<tool_call>\n{"name": "' }}
|
| 79 |
+
{{- tool_call.name }}
|
| 80 |
+
{{- '", "arguments": ' }}
|
| 81 |
+
{%- if tool_call.arguments is string %}
|
| 82 |
+
{{- tool_call.arguments }}
|
| 83 |
+
{%- else %}
|
| 84 |
+
{{- tool_call.arguments | tojson }}
|
| 85 |
+
{%- endif %}
|
| 86 |
+
{{- '}\n</tool_call>' }}
|
| 87 |
+
{%- endfor %}
|
| 88 |
+
{%- endif %}
|
| 89 |
+
{{- '<|im_end|>\n' }}
|
| 90 |
+
{%- elif message.role == "tool" %}
|
| 91 |
+
{%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
|
| 92 |
+
{{- '<|im_start|>user' }}
|
| 93 |
+
{%- endif %}
|
| 94 |
+
{{- '\n<tool_response>\n' }}
|
| 95 |
+
{%- if message.content is string %}
|
| 96 |
+
{{- message.content }}
|
| 97 |
+
{%- else %}
|
| 98 |
+
{%- for content in message.content %}
|
| 99 |
+
{%- if content.type == 'image' or 'image' in content or 'image_url' in content %}
|
| 100 |
+
{%- set image_count.value = image_count.value + 1 %}
|
| 101 |
+
{%- if add_vision_id %}Picture {{ image_count.value }}: {% endif -%}
|
| 102 |
+
<|vision_start|><|image_pad|><|vision_end|>
|
| 103 |
+
{%- elif content.type == 'video' or 'video' in content %}
|
| 104 |
+
{%- set video_count.value = video_count.value + 1 %}
|
| 105 |
+
{%- if add_vision_id %}Video {{ video_count.value }}: {% endif -%}
|
| 106 |
+
<|vision_start|><|video_pad|><|vision_end|>
|
| 107 |
+
{%- elif 'text' in content %}
|
| 108 |
+
{{- content.text }}
|
| 109 |
+
{%- endif %}
|
| 110 |
+
{%- endfor %}
|
| 111 |
+
{%- endif %}
|
| 112 |
+
{{- '\n</tool_response>' }}
|
| 113 |
+
{%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
|
| 114 |
+
{{- '<|im_end|>\n' }}
|
| 115 |
+
{%- endif %}
|
| 116 |
+
{%- endif %}
|
| 117 |
+
{%- endfor %}
|
| 118 |
+
{%- if add_generation_prompt %}
|
| 119 |
+
{{- '<|im_start|>assistant\n' }}
|
| 120 |
+
{%- endif %}
|
tokenizer/tokenizer.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:be75606093db2094d7cd20f3c2f385c212750648bd6ea4fb2bf507a6a4c55506
|
| 3 |
+
size 11422650
|
tokenizer/tokenizer_config.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_prefix_space": false,
|
| 3 |
+
"backend": "tokenizers",
|
| 4 |
+
"bos_token": null,
|
| 5 |
+
"clean_up_tokenization_spaces": false,
|
| 6 |
+
"eos_token": "<|im_end|>",
|
| 7 |
+
"errors": "replace",
|
| 8 |
+
"extra_special_tokens": [
|
| 9 |
+
"<|im_start|>",
|
| 10 |
+
"<|im_end|>",
|
| 11 |
+
"<|object_ref_start|>",
|
| 12 |
+
"<|object_ref_end|>",
|
| 13 |
+
"<|box_start|>",
|
| 14 |
+
"<|box_end|>",
|
| 15 |
+
"<|quad_start|>",
|
| 16 |
+
"<|quad_end|>",
|
| 17 |
+
"<|vision_start|>",
|
| 18 |
+
"<|vision_end|>",
|
| 19 |
+
"<|vision_pad|>",
|
| 20 |
+
"<|image_pad|>",
|
| 21 |
+
"<|video_pad|>"
|
| 22 |
+
],
|
| 23 |
+
"is_local": true,
|
| 24 |
+
"local_files_only": false,
|
| 25 |
+
"model_max_length": 262144,
|
| 26 |
+
"pad_token": "<|endoftext|>",
|
| 27 |
+
"split_special_tokens": false,
|
| 28 |
+
"tokenizer_class": "Qwen2Tokenizer",
|
| 29 |
+
"unk_token": null
|
| 30 |
+
}
|
transformer/config.json
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "JoyImageEditPlusTransformer3DModel",
|
| 3 |
+
"_diffusers_version": "0.39.0.dev0",
|
| 4 |
+
"hidden_size": 4096,
|
| 5 |
+
"in_channels": 16,
|
| 6 |
+
"mlp_width_ratio": 4.0,
|
| 7 |
+
"num_attention_heads": 32,
|
| 8 |
+
"num_layers": 40,
|
| 9 |
+
"out_channels": 16,
|
| 10 |
+
"patch_size": [
|
| 11 |
+
1,
|
| 12 |
+
2,
|
| 13 |
+
2
|
| 14 |
+
],
|
| 15 |
+
"rope_dim_list": [
|
| 16 |
+
16,
|
| 17 |
+
56,
|
| 18 |
+
56
|
| 19 |
+
],
|
| 20 |
+
"rope_type": "rope",
|
| 21 |
+
"text_dim": 4096,
|
| 22 |
+
"theta": 10000
|
| 23 |
+
}
|
transformer/diffusion_pytorch_model-00001-of-00007.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1273aa85e705da950fd37ee4e7cb4dde46794d3fecc495d92358b6097ca6be28
|
| 3 |
+
size 4970222408
|
transformer/diffusion_pytorch_model-00002-of-00007.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:410566a22c858a900a7ea76c81efefcf6a7aa39f03aee5218515accd61bd8c2c
|
| 3 |
+
size 4967585880
|
transformer/diffusion_pytorch_model-00003-of-00007.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1080ff300c71cbd685f0f9b8b8a5240949c0553d668a9ad068441822651a1833
|
| 3 |
+
size 4866946400
|
transformer/diffusion_pytorch_model-00004-of-00007.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f2a4117e80f7dec48aec065e96a4f571417ebfac2e2a2e9fc374cd8c53ca709f
|
| 3 |
+
size 4967584992
|
transformer/diffusion_pytorch_model-00005-of-00007.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:de302cc81dab6dfdf9cb68bb107935275e85d0d61d6f2f1ddd5eff59504626a3
|
| 3 |
+
size 4967609680
|
transformer/diffusion_pytorch_model-00006-of-00007.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c392fcd663e60ff26308f8621e7b4e83fea8fe4a1761a1a14a2ee0a0c44659fe
|
| 3 |
+
size 4967585000
|
transformer/diffusion_pytorch_model-00007-of-00007.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e3f9d06e73fa6236969dc4d22e1f759167a2e142cfc1c616bfa57432c08ed9bc
|
| 3 |
+
size 2819921264
|
transformer/diffusion_pytorch_model.safetensors.index.json
ADDED
|
@@ -0,0 +1,901 @@
|
|
|
|
|
|
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|
|
|
|
|
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vae/config.json
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|
@@ -0,0 +1,63 @@
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|
| 1 |
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{
|
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"_class_name": "AutoencoderKLWan",
|
| 3 |
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|
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|
| 5 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
| 34 |
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"latents_std": [
|
| 35 |
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|
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|
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|
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|
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|
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|
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"temperal_downsample": [
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|
| 60 |
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|
| 61 |
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],
|
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"z_dim": 16
|
| 63 |
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}
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vae/diffusion_pytorch_model.safetensors
ADDED
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@@ -0,0 +1,3 @@
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