Main Page - Revision history

StableTiger3 at 01:18, 16 June 2024

2024-06-16T01:18:18Z

← Older revision		Revision as of 21:18, 15 June 2024
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	- [[Video-to-video]] is another cutting edge feature of Stable Diffusion		- [[Video-to-video]] is another cutting edge feature of Stable Diffusion
	<br />
			- To try it out, go to their website: https://stability.ai/stable-video<br />
	==What is This Page About?==		==What is This Page About?==
	[[File:Automatic1111 gui.png\|thumb\|Automatic1111 gui]]		[[File:Automatic1111 gui.png\|thumb\|Automatic1111 gui]]

StableTiger3 at 01:17, 16 June 2024

2024-06-16T01:17:05Z

← Older revision		Revision as of 21:17, 15 June 2024
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	== Breaking News: 12 June 2024‎ ==		== Breaking News: 12 June 2024‎ ==
	- Stability AI has launched '''[[Stable Diffusion 3 Medium]]''', their most sophisticated text-to-image model to date. This model, optimized for consumer and enterprise GPUs, excels in photorealism, prompt understanding, and typography, addressing common issues in previous models. Released under an open non-commercial license and a low-cost Creator License, it encourages use by artists, designers, and developers, with an option for large-scale commercial licensing. Stability AI has collaborated with NVIDIA and AMD to enhance performance, resulting in significant efficiency improvements. The model is available for trial via the Stability Platform, Stable Assistant, and Discord's Stable Artisan. Safety measures have been implemented to prevent misuse, and continuous improvements based on user feedback are planned.		- Stability AI has launched '''[[Stable Diffusion 3 Medium]]''', their most sophisticated text-to-image model to date. This model, optimized for consumer and enterprise GPUs, excels in photorealism, prompt understanding, and typography, addressing common issues in previous models. Released under an open non-commercial license and a low-cost Creator License, it encourages use by artists, designers, and developers, with an option for large-scale commercial licensing.

			Stability AI has collaborated with NVIDIA and AMD to enhance performance, resulting in significant efficiency improvements. The model is available for trial via the Stability Platform, Stable Assistant, and Discord's Stable Artisan. Safety measures have been implemented to prevent misuse, and continuous improvements based on user feedback are planned.

	== Breaking News: 4 January 2024‎ ==		== Breaking News: 4 January 2024‎ ==

StableTiger3 at 00:20, 16 June 2024

2024-06-16T00:20:29Z

← Older revision		Revision as of 20:20, 15 June 2024
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	== Welcome to '''Stable Diffusion Wiki'''! ==		== Welcome to '''Stable Diffusion Wiki'''! ==
	[[File:~~ProtovisionXLHighFidelity3D beta0411Bakedvae RAW analog shot of a 1girl floating in a multi-colored liquid neural network organism, more details, hyper detailed, t~~.~~jpeg\|right\|frameless\|503x503px~~\|Photo generated via SD protovisionXL modele by user kashyyyk]]Hello and welcome to '''<u>Stable Diffusion Wiki</u>'''! We are excited to share information, collaborate, and build a knowledge base on Stable Diffusion and image generation. Whether you're a seasoned creator in the world of machine learning and text-to-image generators, or newly discovering it all for the first time, we're here to serve!<div style="float:left; width:15%;">		[[File:SD3 Example.png\|alt=Photo generated via SD protovisionXL modele by user kashyyyk\|frame\|Example Photo generated via SD3 engine. Published as an example by Stability AI on their announcement article 06/12/2024]]
			Hello and welcome to '''<u>Stable Diffusion Wiki</u>'''! We are excited to share information, collaborate, and build a knowledge base on Stable Diffusion and image generation. Whether you're a seasoned creator in the world of machine learning and text-to-image generators, or newly discovering it all for the first time, we're here to serve!<div style="float:left; width:15%;">
	== Join Us ==		== Join Us ==
	[http://stablediffusionwiki.com/index.php?title=Special:CreateAccount&returnto=Special%3ACreateAccoun Join the Stable Diffusion community! Register now to explore cutting-edge information, engage with experts, and contribute to the ever-growing knowledge base on this innovative software.]		[http://stablediffusionwiki.com/index.php?title=Special:CreateAccount&returnto=Special%3ACreateAccoun Join the Stable Diffusion community! Register now to explore cutting-edge information, engage with experts, and contribute to the ever-growing knowledge base on this innovative software.]
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	== Breaking News: ==
			== Breaking News: 12 June 2024‎ ==
			- Stability AI has launched '''[[Stable Diffusion 3 Medium]]''', their most sophisticated text-to-image model to date. This model, optimized for consumer and enterprise GPUs, excels in photorealism, prompt understanding, and typography, addressing common issues in previous models. Released under an open non-commercial license and a low-cost Creator License, it encourages use by artists, designers, and developers, with an option for large-scale commercial licensing. Stability AI has collaborated with NVIDIA and AMD to enhance performance, resulting in significant efficiency improvements. The model is available for trial via the Stability Platform, Stable Assistant, and Discord's Stable Artisan. Safety measures have been implemented to prevent misuse, and continuous improvements based on user feedback are planned.

			== Breaking News: 4 January 2024‎ ==
	- Revolutionary [[Stable Diffusion Video]] Model Ushers in New Era of Text-to-Video Generation		- Revolutionary [[Stable Diffusion Video]] Model Ushers in New Era of Text-to-Video Generation

StableTiger3 at 03:51, 5 January 2024

2024-01-05T03:51:08Z

← Older revision		Revision as of 23:51, 4 January 2024
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	- [[Video-to-video]] is another cutting edge feature of Stable Diffusion		- [[Video-to-video]] is another cutting edge feature of Stable Diffusion
			<br />
	==What is This Page About?==		==What is This Page About?==
	[[File:Automatic1111 gui.png\|thumb\|Automatic1111 gui]]		[[File:Automatic1111 gui.png\|thumb\|Automatic1111 gui]]

StableTiger3 at 03:49, 5 January 2024

2024-01-05T03:49:23Z

← Older revision		Revision as of 23:49, 4 January 2024
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	== Breaking News: ==		== Breaking News: ==
	~~[[File:StableVideoDiffusion.gif\|left\|thumb\|370x370px]]~~
	- Revolutionary [[Stable Diffusion Video]] Model Ushers in New Era of Text-to-Video Generation		- Revolutionary [[Stable Diffusion Video]] Model Ushers in New Era of Text-to-Video Generation

StableTiger3 at 03:48, 5 January 2024

2024-01-05T03:48:42Z

← Older revision		Revision as of 23:48, 4 January 2024
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			== Breaking News: ==
	[[File:StableVideoDiffusion.gif\|left\|thumb\|370x370px]]		[[File:StableVideoDiffusion.gif\|left\|thumb\|370x370px]]
	~~== Breaking News: ==~~
	- Revolutionary [[Stable Diffusion Video]] Model Ushers in New Era of Text-to-Video Generation		- Revolutionary [[Stable Diffusion Video]] Model Ushers in New Era of Text-to-Video Generation

StableTiger3 at 03:48, 5 January 2024

2024-01-05T03:48:10Z

← Older revision		Revision as of 23:48, 4 January 2024
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			[[File:StableVideoDiffusion.gif\|left\|thumb\|370x370px]]
	== Breaking News: ==		== Breaking News: ==
	- Revolutionary [[Stable Diffusion Video]] Model Ushers in New Era of Text-to-Video Generation		- Revolutionary [[Stable Diffusion Video]] Model Ushers in New Era of Text-to-Video Generation
	~~[[File:StableVideoDiffusion.gif\|left\|thumb\|370x370px]]~~

	- [[Video-to-video]] is another cutting edge feature of Stable Diffusion		- [[Video-to-video]] is another cutting edge feature of Stable Diffusion

StableTiger3: /* Breaking News: */

2024-01-05T03:47:52Z

Breaking News:

← Older revision		Revision as of 23:47, 4 January 2024
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	== Breaking News: ==		== Breaking News: ==
	- Revolutionary [[Stable Diffusion Video]] Model Ushers in New Era of Text-to-Video Generation		- Revolutionary [[Stable Diffusion Video]] Model Ushers in New Era of Text-to-Video Generation
			[[File:StableVideoDiffusion.gif\|left\|thumb\|370x370px]]

	- [[Video-to-video]] is another cutting edge feature of Stable Diffusion		- [[Video-to-video]] is another cutting edge feature of Stable Diffusion

StableTiger3 at 03:46, 5 January 2024

2024-01-05T03:46:44Z

← Older revision		Revision as of 23:46, 4 January 2024
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	== Breaking News: Revolutionary "Stable Video ~~Diffusion"~~ Model Ushers in New Era of Text-to-Video Generation ==		== Breaking News: ==
	~~Date: November 21 2023~~		- Revolutionary [[Stable Diffusion Video]] Model Ushers in New Era of Text-to-Video Generation

	~~In a groundbreaking development, a new latent video diffusion model known as "Stable~~ Video ~~Diffusion" has been introduced, setting a new benchmark in high-resolution text~~-to-video ~~and image-to-video generation. This innovative model marks a significant leap in the realm~~ of ~~video synthesis, leveraging the strengths of latent diffusion models previously used for 2D image creation.~~		- [[Video-to-video]] is another cutting edge feature of Stable Diffusion

	The Stable Video Diffusion model represents a pivotal advancement, as it integrates temporal layers into existing models, fine-tuned on select high-quality video datasets. This approach addresses the challenges faced by the industry, where a variety of training methods have resulted in a lack of consensus on a standardized strategy for video data curation.		==What is This Page About?==

	~~[[File:StableVideoDiffusion.gif]]~~



	The paper detailing this breakthrough highlights three crucial stages for the successful training of video Latent Diffusion Models (LDMs): text-to-image pretraining, video pretraining, and high-quality video finetuning. These stages collectively enhance the model's ability to generate more accurate and detailed videos from textual or image inputs.

	The introduction of Stable Video Diffusion promises a transformative impact on video content creation, offering unparalleled capabilities in generating high-quality videos from simple text or image inputs. This development is not just a step but a giant leap forward in the field of video synthesis and artificial intelligence.


	~~The full details of this innovative model can be found in the recently published paper, which delves into the intricate mechanics and training methodologies of Stable Video Diffusion.~~

	~~Stay tuned for further updates on this revolutionary technology that is set to redefine the boundaries of video generation.~~

	== What is This Page About? ==
	[[File:Automatic1111 gui.png\|thumb\|Automatic1111 gui]]		[[File:Automatic1111 gui.png\|thumb\|Automatic1111 gui]]
	[[File:Cake by emb.jpg\|left\|thumb\|An image generated with Stable Diffusion. Image generated by user emb on Civitai.]]		[[File:Cake by emb.jpg\|left\|thumb\|An image generated with Stable Diffusion. Image generated by user emb on Civitai.]]
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	<br />		<br />

	== Getting Started ==		==Getting Started==
	[[File:robotknight.jpeg\|left\|thumb\|An image generated with Stable Diffusion]]		[[File:robotknight.jpeg\|left\|thumb\|An image generated with Stable Diffusion]]

	=== '''What is [[Stable Diffusion]]?''' ===		==='''What is [[Stable Diffusion]]?''' ===
	First you will need to build an understanding of what Stable Diffusion is and what [[Text-to-Image AI]]. For beginners, you don't need to worry too much about the details of the how. However, it will help you as you learn more about it for the sake of improving your images.		First you will need to build an understanding of what Stable Diffusion is and what [[Text-to-Image AI]]. For beginners, you don't need to worry too much about the details of the how. However, it will help you as you learn more about it for the sake of improving your images.

	=== '''[[Required Software for Stable Diffusion\|Required Software]]''' ===		==='''[[Required Software for Stable Diffusion\|Required Software]]'''===
	Although Stable Diffusion is completely free, it will require some effort on the front end to assemble everything together. It helps if you understand a little bit of Python but it isn't an absolute requirement. This will include acquiring Python, Git, and some sort of GUI. Many people prefer using Automatic1111.		Although Stable Diffusion is completely free, it will require some effort on the front end to assemble everything together. It helps if you understand a little bit of Python but it isn't an absolute requirement. This will include acquiring Python, Git, and some sort of GUI. Many people prefer using Automatic1111.

	=== '''[[Text-to-image\|Text-to-Image]]''' ===		==='''[[Text-to-image\|Text-to-Image]]'''===
	If you have your stable diffusion software all set up, you will want to know how to use stable diffusion and begin generating your image. Experimenting with different prompts is a major part of the image generation process. The most basic approach initially will be to begin with txt2img, however you will quickly see that that is just scratching the surface and want to venture into other techniques such as img2img.		If you have your stable diffusion software all set up, you will want to know how to use stable diffusion and begin generating your image. Experimenting with different prompts is a major part of the image generation process. The most basic approach initially will be to begin with txt2img, however you will quickly see that that is just scratching the surface and want to venture into other techniques such as img2img.

	=== '''[[Models]]''' ===		==='''[[Models]]'''===
	Although stable diffusion released the base model, there have been many more pruned models released in recent months, and other models such as a [[lora]] and embeddings<br />		Although stable diffusion released the base model, there have been many more pruned models released in recent months, and other models such as a [[lora]] and embeddings<br />

	=== Creating an Image ===		===Creating an Image===
	To create an image using Stable Diffusion, you'll typically follow a process involving setting up the necessary software environment, obtaining the model, and then using a specific prompt to generate your image. Here's a more detailed breakdown:[[File:EnvironmnetSetup.png\|left\|thumb\|194x194px]]		To create an image using Stable Diffusion, you'll typically follow a process involving setting up the necessary software environment, obtaining the model, and then using a specific prompt to generate your image. Here's a more detailed breakdown:[[File:EnvironmnetSetup.png\|left\|thumb\|194x194px]]

	==== '''1. Environment Setup:''' ====		===='''1. Environment Setup:'''====

	* '''Hardware Requirements''': A capable GPU is highly recommended due to the computational demands of the model.		*'''Hardware Requirements''': A capable GPU is highly recommended due to the computational demands of the model.
	* '''Software Requirements''': You'll need Python installed on your system, along with package managers like pip to install necessary libraries.		*'''Software Requirements''': You'll need Python installed on your system, along with package managers like pip to install necessary libraries.

	==== '''2. Install Dependencies:''' ====		===='''2. Install Dependencies:'''====

	* Install necessary Python libraries, typically including torch (a deep learning framework), transformers, and other dependencies specified in the Stable Diffusion documentation.		*Install necessary Python libraries, typically including torch (a deep learning framework), transformers, and other dependencies specified in the Stable Diffusion documentation.

	==== '''3. Obtain the Model:''' ====		===='''3. Obtain the Model:''' ====

	* '''Download Stable Diffusion''': Access the model from a reputable source or platform offering the pre-trained Stable Diffusion model.		*'''Download Stable Diffusion''': Access the model from a reputable source or platform offering the pre-trained Stable Diffusion model.
	* '''Load the Model''': Use coding scripts or tools to load the model into your environment.		*'''Load the Model''': Use coding scripts or tools to load the model into your environment.

	==== '''4. Prepare Your Prompt:''' ====		===='''4. Prepare Your Prompt:'''====

	* Decide on a text prompt that describes the image you want to generate. Be as descriptive and specific as possible to guide the model toward your desired output.		*Decide on a text prompt that describes the image you want to generate. Be as descriptive and specific as possible to guide the model toward your desired output.

	[[File:PromptEngineering.png\|alt=Prompt Engineering\|center\|thumb\|PromptEngineering]]		[[File:PromptEngineering.png\|alt=Prompt Engineering\|center\|thumb\|PromptEngineering]]

	==== '''5. Image Generation:''' ====		===='''5. Image Generation:'''====

	* Use a script or tool interface to input your prompt to the model. The model will then process the prompt and generate an image based on the learned patterns and correlations in its training data.		*Use a script or tool interface to input your prompt to the model. The model will then process the prompt and generate an image based on the learned patterns and correlations in its training data.

	'''6. Output and Refinement:'''		'''6. Output and Refinement:'''

	* Once the image is generated, you can view and save it. If it's not quite what you wanted, you might adjust your prompt or use different settings and try again.		*Once the image is generated, you can view and save it. If it's not quite what you wanted, you might adjust your prompt or use different settings and try again.

	'''7. Consider Legal and Ethical Implications:'''		'''7. Consider Legal and Ethical Implications:'''

	* Be mindful of copyright and ethical considerations, especially when generating images for public use or commercial purposes.		*Be mindful of copyright and ethical considerations, especially when generating images for public use or commercial purposes.

	'''Tools and Platforms:'''		'''Tools and Platforms:'''
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	There are various platforms and interfaces available that make using Stable Diffusion easier, including web interfaces where you can simply enter your prompt and receive an image, or more hands-on approaches where you control every aspect via scripting.		There are various platforms and interfaces available that make using Stable Diffusion easier, including web interfaces where you can simply enter your prompt and receive an image, or more hands-on approaches where you control every aspect via scripting.

	'''Example Using a Platform or Tool:'''		'''Example Using a Platform or Tool:'''

	# '''Find a Platform''': Websites and applications exist that offer user-friendly interfaces for Stable Diffusion.		#'''Find a Platform''': Websites and applications exist that offer user-friendly interfaces for Stable Diffusion.
	# '''Enter Your Prompt''': Simply type in what you want the image to depict.		#'''Enter Your Prompt''': Simply type in what you want the image to depict.
	# '''Generate and Download''': Click to generate the image, then view and download the result.		# '''Generate and Download''': Click to generate the image, then view and download the result.

	In summary, making a Stable Diffusion image involves setting up the right environment, obtaining and loading the model, crafting a descriptive text prompt, and then using that prompt to generate an image. The exact steps can vary based on your technical background and the tools you choose to use.		In summary, making a Stable Diffusion image involves setting up the right environment, obtaining and loading the model, crafting a descriptive text prompt, and then using that prompt to generate an image. The exact steps can vary based on your technical background and the tools you choose to use.

	= [[Contributing\|Contribute]] =		=[[Contributing\|Contribute]]=
	Stable Diffusion is a very complex topic and it took many people to develop. Likewise, this website cannot be built by one person alone. The task of gathering and recording all relevant information to such a rapidly growing subject manner requires many people to do it properly. [[Contributing\|Click here]] to learn how you can contribute to the growth of this website!<br />		Stable Diffusion is a very complex topic and it took many people to develop. Likewise, this website cannot be built by one person alone. The task of gathering and recording all relevant information to such a rapidly growing subject manner requires many people to do it properly. [[Contributing\|Click here]] to learn how you can contribute to the growth of this website!<br />
	[[File:SDW- Stable Diffusion Wiki.png\|center\|Stable Diffusion Wiki]]		[[File:SDW- Stable Diffusion Wiki.png\|center\|Stable Diffusion Wiki]]

StableTiger3 at 19:36, 3 January 2024

2024-01-03T19:36:28Z

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