René's URL Explorer Experiment

Title: GitHub - VectorSpaceLab/OmniGen2: OmniGen2: Exploration to Advanced Multimodal Generation. https://arxiv.org/abs/2506.18871

Open Graph Title: GitHub - VectorSpaceLab/OmniGen2: OmniGen2: Exploration to Advanced Multimodal Generation. https://arxiv.org/abs/2506.18871

X Title: GitHub - VectorSpaceLab/OmniGen2: OmniGen2: Exploration to Advanced Multimodal Generation. https://arxiv.org/abs/2506.18871

Description: OmniGen2: Exploration to Advanced Multimodal Generation. https://arxiv.org/abs/2506.18871 - VectorSpaceLab/OmniGen2

Open Graph Description: OmniGen2: Exploration to Advanced Multimodal Generation. https://arxiv.org/abs/2506.18871 - VectorSpaceLab/OmniGen2

X Description: OmniGen2: Exploration to Advanced Multimodal Generation. https://arxiv.org/abs/2506.18871 - VectorSpaceLab/OmniGen2

Opengraph URL: https://github.com/VectorSpaceLab/OmniGen2

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:c0f8d22e-3adf-8e65-d00f-06b479d7694e
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
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visitor-hmac	207ca3b38cb22a4961e3b99804250995a9bf30de504d61482677fe51c7c52a16
hovercard-subject-tag	repository:997256882
github-keyboard-shortcuts	repository,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	//
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/VectorSpaceLab/OmniGen2
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twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/675792ee6f0a5e39fd8890fb283ca29f9277a45cf3adfdd16583c67dfe771fe1/VectorSpaceLab/OmniGen2
og:image:alt	OmniGen2: Exploration to Advanced Multimodal Generation. https://arxiv.org/abs/2506.18871 - VectorSpaceLab/OmniGen2
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
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go-import	github.com/VectorSpaceLab/OmniGen2 git https://github.com/VectorSpaceLab/OmniGen2.git
octolytics-dimension-user_id	180637102
octolytics-dimension-user_login	VectorSpaceLab
octolytics-dimension-repository_id	997256882
octolytics-dimension-repository_nwo	VectorSpaceLab/OmniGen2
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	false
octolytics-dimension-repository_network_root_id	997256882
octolytics-dimension-repository_network_root_nwo	VectorSpaceLab/OmniGen2
turbo-body-classes	logged-out env-production page-responsive
disable-turbo	false
browser-stats-url	https://api.github.com/_private/browser/stats
browser-errors-url	https://api.github.com/_private/browser/errors
release	3d444f0a47beeeac94cddbb51c91ab408befe8d4
ui-target	full
theme-color	#1e2327
color-scheme	light dark

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https://arxiv.org/abs/2506.18871	https://arxiv.org/abs/2506.18871
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231 Commits	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/commits/main/
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OmniGen2-RL	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/tree/main/OmniGen2-RL
OmniGen2-RL	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/tree/main/OmniGen2-RL
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example_images	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/tree/main/example_images
omnicontext	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/tree/main/omnicontext
omnicontext	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/tree/main/omnicontext
omnigen2	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/tree/main/omnigen2
omnigen2	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/tree/main/omnigen2
options	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/tree/main/options
options	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/tree/main/options
pretrained_models	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/tree/main/pretrained_models
pretrained_models	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/tree/main/pretrained_models
results	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/tree/main/results
results	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/tree/main/results
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LICENSE	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/LICENSE
LICENSE	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/LICENSE
README.md	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/README.md
README.md	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/README.md
app.py	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/app.py
app.py	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/app.py
app_chat.py	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/app_chat.py
app_chat.py	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/app_chat.py
app_chat.sh	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/app_chat.sh
app_chat.sh	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/app_chat.sh
convert_ckpt_to_hf_format.py	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/convert_ckpt_to_hf_format.py
convert_ckpt_to_hf_format.py	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/convert_ckpt_to_hf_format.py
example.ipynb	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/example.ipynb
example.ipynb	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/example.ipynb
example_edit.sh	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/example_edit.sh
example_edit.sh	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/example_edit.sh
example_edit_test.sh	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/example_edit_test.sh
example_edit_test.sh	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/example_edit_test.sh
example_edit_test_0.sh	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/example_edit_test_0.sh
example_edit_test_0.sh	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/example_edit_test_0.sh
example_edit_test_1.sh	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/example_edit_test_1.sh
example_edit_test_1.sh	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/example_edit_test_1.sh
example_in_context_generation.sh	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/example_in_context_generation.sh
example_in_context_generation.sh	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/example_in_context_generation.sh
example_t2i.sh	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/example_t2i.sh
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inference.py	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/inference.py
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requirements.txt	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/requirements.txt
requirements.txt	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/requirements.txt
train.py	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/train.py
train.py	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/train.py
README	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2
Apache-2.0 license	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2
	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/assets/brand.png
	https://vectorspacelab.github.io/OmniGen2
	https://arxiv.org/abs/2506.18871
	https://github.com/VectorSpaceLab/OmniGen2?tab=readme-ov-file#-gradio-demo
	https://huggingface.co/spaces/OmniGen2/OmniGen2
	https://huggingface.co/OmniGen2/OmniGen2
	https://huggingface.co/datasets/OmniGen2/OmniContext
	https://huggingface.co/datasets/OmniGen2/X2I2
News	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2#-news
Quick Start	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2#-quick-start
Usage Tips	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2#-usage-tips
Limitations	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2#-limitations-and-suggestions
Online Demos	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2#-gradio-demo
Citation	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2#%EF%B8%8F-citing-us
	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2#------------news---------quick-start---------usage-tips---------limitations---------online-demos---------citation----
	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2#-news
Hugging Face	https://huggingface.co/OmniGen2/OmniGen2-EditScore7B
ModelScope	https://www.modelscope.cn/models/OmniGen2/OmniGen2-EditScore7B
project repository	https://github.com/VectorSpaceLab/EditScore
web app	https://genai.baai.ac.cn/
X2I2	https://huggingface.co/datasets/OmniGen2/X2I2
TeaCache	https://github.com/ali-vilab/TeaCache
TaylorSeer	https://github.com/Shenyi-Z/TaylorSeer
Usage Tips	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2#-usage-tips
TeaCache-PR	https://github.com/VectorSpaceLab/OmniGen2/pull/52
TaylorSeer-PR	https://github.com/VectorSpaceLab/OmniGen2/pull/76
ComfyUI official	https://comfyanonymous.github.io/ComfyUI_examples/omnigen
fine-tuning	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/docs/FINETUNE.md
OmniContext	https://huggingface.co/datasets/OmniGen2/OmniContext
omnicontext	https://github.com/VectorSpaceLab/OmniGen2/tree/main/omnicontext
Technical Report	https://arxiv.org/abs/2506.18871
resource requirements	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2#-resources-requirement
Gradio	https://github.com/VectorSpaceLab/OmniGen2?tab=readme-ov-file#-gradio-demo
Jupyter	https://github.com/VectorSpaceLab/OmniGen2/blob/main/example.ipynb
Demo1	https://9c4426d27c3b9ecbed.gradio.live
Chat-Demo1	https://0351497834a4d7226c.gradio.live
gradio section	https://github.com/VectorSpaceLab/OmniGen2?tab=readme-ov-file#-gradio-demo
huggingface	https://huggingface.co/OmniGen2/OmniGen2
modelscope	https://www.modelscope.cn/models/OmniGen2/OmniGen2
	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2#introduction
	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/assets/teaser.jpg
	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/assets/examples_edit.png
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	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2#-todo
	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2#-quick-start
	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2#️-environment-setup
	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2#-recommended-setup
	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2#-for-users-in-mainland-china
	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2#-run-examples
	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2#-gradio-demo
HF Spaces	https://huggingface.co/spaces/OmniGen2/OmniGen2
Demo1	https://9c4426d27c3b9ecbed.gradio.live
Demo2	https://06574c5e62d815f799.gradio.live
Demo3	https://e0a82fd380d2ff17ac.gradio.live
Demo4	https://d9c4410ee48ce35051.gradio.live
Chat-Demo1	https://0351497834a4d7226c.gradio.live
Chat-Demo2	https://032160099388d1d10c.gradio.live
Chat-Demo3	https://cf9f2797e92cfa2767.gradio.live
Chat-Demo4	https://b87b82fd14215affc2.gradio.live
this link	https://genai.baai.ac.cn/
	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/assets/qr-code.PNG
	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2#-usage-tips
Model Offloading	https://huggingface.co/docs/diffusers/optimization/memory#model-offloading
CPU Offloading	https://huggingface.co/docs/diffusers/optimization/memory#cpu-offloading
paper	https://arxiv.org/abs/2404.07724
teacache	https://github.com/ali-vilab/TeaCache
taylorseer	https://github.com/Shenyi-Z/TaylorSeer
	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2#-fine-tune
fine-tuning	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/docs/FINETUNE.md
	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2#-limitations-and-suggestions
	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2#-resources-requirement
	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/blob/main/assets/efficiency.png
	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2#-community-efforts
ComfyUI Official	https://comfyanonymous.github.io/ComfyUI_examples/omnigen/
https://github.com/Yuan-ManX/ComfyUI-OmniGen2	https://github.com/Yuan-ManX/ComfyUI-OmniGen2
https://github.com/neverbiasu/ComfyUI-OmniGen2	https://github.com/neverbiasu/ComfyUI-OmniGen2
DFloat11, a lossless compression using 11 bits	https://github.com/LeanModels/OmniGen2-DFloat11
	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2#️-citing-us
https://arxiv.org/abs/2506.18871	https://arxiv.org/abs/2506.18871
Readme	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2#readme-ov-file
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Activity	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/activity
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Releases	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/releases
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	https://github.com/Luciennnnnnn
	https://github.com/staoxiao
	https://github.com/wcyno23
	https://github.com/yuezewang
	https://github.com/legitnull
	https://github.com/mattjamo
	https://github.com/ZiyiXia
	https://github.com/sabulin
Jupyter Notebook 91.2%	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/search?l=jupyter-notebook
Python 8.4%	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/search?l=python
Shell 0.4%	https://patch-diff.githubusercontent.com/VectorSpaceLab/OmniGen2/search?l=shell
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Status	https://www.githubstatus.com/
Community	https://github.community/
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