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gwsi

StableDiffusionPipeline

stable-diffusion

diffusion-models-class

dreambooth-hackathon

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	---
	license: creativeml-openrail-m
	tags:
	- pytorch
	- diffusers
	- stable-diffusion
	- text-to-image
	- diffusion-models-class
	- dreambooth-hackathon
	- wildcard
	widget:
	- text: gwsi necromancer
	- text: gwsi
	- text: gwsi necromancer car
	---

	# Game skill icon DreamBooth model trained by pharmapsychotic

	This is a model trained on skill icons from the game [Guild Wars](https://guildwars.com). Prompt with just `gwsi` to get the game icon style or add one of the 10 character classes (`assassin`, `dervish`, `elementalist`, `mesmer`, `monk`, `necromancer`, `paragon`, `ranger`, `ritualist`, `warrior`) to summon its color and style. For example the first row in the examples section uses prompts starting with `gwsi necromancer`.

	The training data is much lower resolution than the 512x512 Stable Diffusion 1.5 model so the outputs are intended to be scaled down.

	This was made for the [DreamBooth Hackathon](https://huggingface.co/dreambooth-hackathon)! If you enjoy this or just find the results cool and interesting, drop a like on the model!

	## Examples

	\| \| \| \| \| \| \| \| \|
	\| --- \| --- \| --- \| --- \| --- \| --- \| --- \| --- \|
	\| ![](examples/necro1-gwsi_necromancer_feline_fiend.jpg) \| ![](examples/necro2-gwsi_necromancer_feline_fiend.jpg) \| ![](examples/necro3-gwsi_necromancer_hand.jpg) \| ![](examples/necro4-gwsi_necromancer_corpse_explosion.jpg) \| ![](examples/necro5-gwsi_necromancer_cthulu.jpg) \| ![](examples/necro6-gwsi_necromancer_monster.jpg) \| ![](examples/necro7-gwsi_necromancer_mark.jpg) \| ![](examples/necro8-gwsi_necromancer_signet.jpg) \|
	\| ![](examples/war1-gwsi_warrior.jpg) \| ![](examples/war2-gwsi_warrior_victory.jpg) \| ![](examples/war3-gwsi_warrior_chain_break.jpg) \| ![](examples/war4-gwsi_warrior_beat_down.jpg) \| ![](examples/war5-gwsi_warrior.jpg) \| ![](examples/war6-gwsi_warrior.jpg) \| ![](examples/war7-gwsi.jpg) \| ![](examples/war8-gwsi_elementalist_glyph.jpg) \|
	\| ![](examples/elem1-gwsi_elementalist_mind_shock.jpg) \| ![](examples/elem2-gwsi_elementalist_immolate.jpg) \| ![](examples/elem3-gwsi_elementalist_aura.jpg) \| ![](examples/elem4-gwsi_elementalist_aura.jpg) \| ![](examples/elem7-gwsi_demon.jpg) \| ![](examples/elem5-gwsi_elementalist_lightning_strike.jpg) \| ![](examples/elem6-gwsi_elementalist.jpg) \| ![](examples/elem8-gwsi_elementalist_freeze.jpg) \|
	\| ![](examples/monk1-gwsi_monk_sorrow.jpg) \| ![](examples/monk2-gwsi_monk_healing_vapors.jpg) \| ![](examples/monk3-gwsi_monk_healing_vapors.jpg) \| ![](examples/monk4-gwsi_monk_orb_of_healing.jpg) \| ![](examples/c1-gwsi.jpg) \| ![](examples/c2-gwsi.jpg) \| ![](examples/c3-gwsi.jpg) \| ![](examples/c4-gwsi.jpg) \|
	\| ![](examples/car1-gwsi_necromancer_car.jpg) \| ![](examples/car2-gwsi_necromancer_car.jpg) \| ![](examples/car3-gwsi_necromancer_car.jpg) \| ![](examples/car4-gwsi_monk_car.jpg) \| ![](examples/car5-gwsi_ritualist_car.jpg) \| ![](examples/car6-gwsi_ritualstcar.jpg) \| ![](examples/car7-gwsi_warrior_car.jpg) \| ![](examples/car8-gwsi_warrior_car.jpg) \|




	## Usage

	#### With Diffusers

	```python
	from diffusers import StableDiffusionPipeline

	pipeline = StableDiffusionPipeline.from_pretrained('pharma/gwsi')
	image = pipeline().images[0]
	image
	```

	#### With SD Web UI
	To use with SD Web UI download [pharmapsychotic-gwsi.ckpt](https://huggingface.co/pharma/gwsi/resolve/main/pharmapsychotic-gwsi.ckpt) and put in your models folder.