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gryan
/
OmniGen-v1-bnb-8bit

Text-to-Image
Safetensors
phi3
image-to-image
8-bit precision
bitsandbytes
Model card Files Community
Rypo commited on
Commit
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add supporting files

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Files changed (8) hide show
  1. .gitattributes +1 -0
  2. README.md +51 -1
  3. assets/to_si_di_1110_8bit.png +3 -0
  4. config.json +146 -0
  5. OmniGen-v1-bnb-8bit.safetensors → model.safetensors +0 -0
  6. special_tokens_map.json +36 -0
  7. tokenizer.json +0 -0
  8. tokenizer_config.json +440 -0
.gitattributes CHANGED
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ assets/to_si_di_1110_8bit.png filter=lfs diff=lfs merge=lfs -text
README.md CHANGED
@@ -2,6 +2,56 @@
2
  license: mit
3
  base_model:
4
  - Shitao/OmniGen-v1
 
 
 
5
  ---
6
 
7
- Bitsandbytes 8bit model weights for [OmniGen-v1](https://huggingface.co/Shitao/OmniGen-v1)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2
  license: mit
3
  base_model:
4
  - Shitao/OmniGen-v1
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+ pipeline_tag: text-to-image
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+ tags:
7
+ - image-to-image
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  ---
9
 
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+
11
+ This repo contains bitsandbytes 8bit model weights for [OmniGen-v1](https://huggingface.co/Shitao/OmniGen-v1).
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+
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+ See the [original model card](https://huggingface.co/Shitao/OmniGen-v1) for more info.
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+
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+ ## Usage
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+ Set up your environment by following the original [Quick Start Guide](https://huggingface.co/Shitao/OmniGen-v1#5-quick-start) before getting started.
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+
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+ > [!IMPORTANT]
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+ > NOTE: This feature is not officially supported yet. You'll need to install the repo from [this pull request](https://github.com/VectorSpaceLab/OmniGen/pull/151).
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+
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+ ```python
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+ from OmniGen import OmniGenPipeline, OmniGen
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+
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+ # pass the quantized model in the pipeline
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+ model = OmniGen.from_pretrained('gryan/OmniGen-v1-bnb-8bit')
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+ pipe = OmniGenPipeline.from_pretrained("Shitao/OmniGen-v1", model=model)
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+
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+ # proceed as normal!
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+
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+ ## Text to Image
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+ images = pipe(
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+ prompt="A curly-haired man in a red shirt is drinking tea.",
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+ height=1024,
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+ width=1024,
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+ guidance_scale=2.5,
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+ seed=0,
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+ )
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+ images[0].save("example_t2i.png") # save output PIL Image
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+
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+ ## Multi-modal to Image
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+ # In the prompt, we use the placeholder to represent the image. The image placeholder should be in the format of <img><|image_*|></img>
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+ # You can add multiple images in the input_images. Please ensure that each image has its placeholder. For example, for the list input_images [img1_path, img2_path], the prompt needs to have two placeholders: <img><|image_1|></img>, <img><|image_2|></img>.
43
+ images = pipe(
44
+ prompt="A man in a black shirt is reading a book. The man is the right man in <img><|image_1|></img>.",
45
+ input_images=["./imgs/test_cases/two_man.jpg"],
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+ height=1024,
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+ width=1024,
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+ guidance_scale=2.5,
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+ img_guidance_scale=1.6,
50
+ seed=0
51
+ )
52
+ images[0].save("example_ti2i.png") # save output PIL image
53
+ ```
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+
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+ ## Image Samples (8-bit)
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+
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+ <img src="./assets/to_si_di_1110_8bit.png" alt="Text Only, Single Image, Double Image samples">
assets/to_si_di_1110_8bit.png ADDED

Git LFS Details

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  • Pointer size: 132 Bytes
  • Size of remote file: 4.29 MB
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+ },
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+ "lstrip": false,
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+ },
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+ },
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+ },
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+ },
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+ "content": "<|placeholder34|>",
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+ },
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+ "special": true
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+ },
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+ "special": true
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+ },
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+ },
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+ "special": true
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+ },
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+ "content": "<|image|>",
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+ "lstrip": false,
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+ "rstrip": true,
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+ "single_word": false,
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+ "special": true
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+ },
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+ "32045": {
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+ "content": "<img>",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false,
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+ "special": true
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+ },
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+ "content": "</img>",
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+ "single_word": false,
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+ "special": true
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+ },
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+ }
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+ },
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+ "additional_special_tokens": [
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+ "<|system|>",
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+ "<|end|>",
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+ "<|user|>",
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+ "<|end|>"
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+ ],
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+ "bos_token": "<s>",
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+ "chat_template": "{% for message in messages %}{{'<|' + message['role'] + '|>' + '\n' + message['content'] + '<|end|>\n' }}{% endfor %}{% if add_generation_prompt and messages[-1]['role'] != 'assistant' %}{{- '<|assistant|>\n' -}}{% endif %}",
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+ "clean_up_tokenization_spaces": false,
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+ "eos_token": "<|endoftext|>",
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+ "legacy": false,
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+ "model_max_length": 131072,
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+ "pad_token": "<|endoftext|>",
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+ "padding_side": "right",
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+ "sp_model_kwargs": {},
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+ "tokenizer_class": "LlamaTokenizer",
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+ "unk_token": "<unk>",
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+ "use_default_system_prompt": false
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+ }