Instructions to use RareConcepts/pseudo-flex-v2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use RareConcepts/pseudo-flex-v2 with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("RareConcepts/pseudo-flex-v2", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
Commit History
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Trained for 4 epochs and 48700 steps.
Verified signatureTrained with datasets ['text-embeds-sd2x', 'celebrities', 'movieposters', 'normalnudes', 'propagandaposters', 'guys', 'pixel-art', 'signs', 'moviecollection', 'bookcovers', 'nijijourney', 'experimental', 'ethnic', 'sports', 'gay', 'architecture', 'shutterstock', 'cinemamix-1mp', 'nsfw-1024', 'anatomy', 'bg20k-1024', 'yoga'] Learning rate 4e-07, batch size 4, and 8 gradient accumulation steps. Used DDPM noise scheduler for training with v_prediction prediction type and rescaled_betas_zero_snr=True Using 'trailing' timestep spacing. Base model: stabilityai/stable-diffusion-2-1 VAE: Noneebcb673 -
Trained for 4 epochs and 48700 steps.
Verified signatureTrained with datasets ['text-embeds-sd2x', 'celebrities', 'movieposters', 'normalnudes', 'propagandaposters', 'guys', 'pixel-art', 'signs', 'moviecollection', 'bookcovers', 'nijijourney', 'experimental', 'ethnic', 'sports', 'gay', 'architecture', 'shutterstock', 'cinemamix-1mp', 'nsfw-1024', 'anatomy', 'bg20k-1024', 'yoga'] Learning rate 4e-07, batch size 4, and 8 gradient accumulation steps. Used DDPM noise scheduler for training with v_prediction prediction type and rescaled_betas_zero_snr=True Using 'trailing' timestep spacing. Base model: stabilityai/stable-diffusion-2-1 VAE: Nonef828d2a -
Trained for 4 epochs and 48700 steps.
Verified signatureTrained with datasets ['text-embeds-sd2x', 'celebrities', 'movieposters', 'normalnudes', 'propagandaposters', 'guys', 'pixel-art', 'signs', 'moviecollection', 'bookcovers', 'nijijourney', 'experimental', 'ethnic', 'sports', 'gay', 'architecture', 'shutterstock', 'cinemamix-1mp', 'nsfw-1024', 'anatomy', 'bg20k-1024', 'yoga'] Learning rate 4e-07, batch size 4, and 8 gradient accumulation steps. Used DDPM noise scheduler for training with v_prediction prediction type and rescaled_betas_zero_snr=True Using 'trailing' timestep spacing. Base model: stabilityai/stable-diffusion-2-1 VAE: Nonef069ee8 -
Trained for 4 epochs and 48700 steps.
Verified signatureTrained with datasets ['text-embeds-sd2x', 'celebrities', 'movieposters', 'normalnudes', 'propagandaposters', 'guys', 'pixel-art', 'signs', 'moviecollection', 'bookcovers', 'nijijourney', 'experimental', 'ethnic', 'sports', 'gay', 'architecture', 'shutterstock', 'cinemamix-1mp', 'nsfw-1024', 'anatomy', 'bg20k-1024', 'yoga'] Learning rate 4e-07, batch size 4, and 8 gradient accumulation steps. Used DDPM noise scheduler for training with v_prediction prediction type and rescaled_betas_zero_snr=True Using 'trailing' timestep spacing. Base model: stabilityai/stable-diffusion-2-1 VAE: None5e172ad -
Trained for 4 epochs and 48700 steps.
Verified signatureTrained with datasets ['text-embeds-sd2x', 'celebrities', 'movieposters', 'normalnudes', 'propagandaposters', 'guys', 'pixel-art', 'signs', 'moviecollection', 'bookcovers', 'nijijourney', 'experimental', 'ethnic', 'sports', 'gay', 'architecture', 'shutterstock', 'cinemamix-1mp', 'nsfw-1024', 'anatomy', 'bg20k-1024', 'yoga'] Learning rate 4e-07, batch size 4, and 8 gradient accumulation steps. Used DDPM noise scheduler for training with v_prediction prediction type and rescaled_betas_zero_snr=True Using 'trailing' timestep spacing. Base model: stabilityai/stable-diffusion-2-1 VAE: None89410ce -
Trained for 4 epochs and 48700 steps.
Verified signatureTrained with datasets ['text-embeds-sd2x', 'celebrities', 'movieposters', 'normalnudes', 'propagandaposters', 'guys', 'pixel-art', 'signs', 'moviecollection', 'bookcovers', 'nijijourney', 'experimental', 'ethnic', 'sports', 'gay', 'architecture', 'shutterstock', 'cinemamix-1mp', 'nsfw-1024', 'anatomy', 'bg20k-1024', 'yoga'] Learning rate 4e-07, batch size 4, and 8 gradient accumulation steps. Used DDPM noise scheduler for training with v_prediction prediction type and rescaled_betas_zero_snr=True Using 'trailing' timestep spacing. Base model: stabilityai/stable-diffusion-2-1 VAE: None09189ed -
Trained for 4 epochs and 48700 steps.
Verified signatureTrained with datasets ['text-embeds-sd2x', 'celebrities', 'movieposters', 'normalnudes', 'propagandaposters', 'guys', 'pixel-art', 'signs', 'moviecollection', 'bookcovers', 'nijijourney', 'experimental', 'ethnic', 'sports', 'gay', 'architecture', 'shutterstock', 'cinemamix-1mp', 'nsfw-1024', 'anatomy', 'bg20k-1024', 'yoga'] Learning rate 4e-07, batch size 4, and 8 gradient accumulation steps. Used DDPM noise scheduler for training with v_prediction prediction type and rescaled_betas_zero_snr=True Using 'trailing' timestep spacing. Base model: stabilityai/stable-diffusion-2-1 VAE: Noneaa55da1 -
Trained for 4 epochs and 48700 steps.
Verified signatureTrained with datasets ['text-embeds-sd2x', 'celebrities', 'movieposters', 'normalnudes', 'propagandaposters', 'guys', 'pixel-art', 'signs', 'moviecollection', 'bookcovers', 'nijijourney', 'experimental', 'ethnic', 'sports', 'gay', 'architecture', 'shutterstock', 'cinemamix-1mp', 'nsfw-1024', 'anatomy', 'bg20k-1024', 'yoga'] Learning rate 4e-07, batch size 4, and 8 gradient accumulation steps. Used DDPM noise scheduler for training with v_prediction prediction type and rescaled_betas_zero_snr=True Using 'trailing' timestep spacing. Base model: stabilityai/stable-diffusion-2-1 VAE: Nonef8fc4ae -
Trained for 4 epochs and 48700 steps.
Verified signatureTrained with datasets ['text-embeds-sd2x', 'celebrities', 'movieposters', 'normalnudes', 'propagandaposters', 'guys', 'pixel-art', 'signs', 'moviecollection', 'bookcovers', 'nijijourney', 'experimental', 'ethnic', 'sports', 'gay', 'architecture', 'shutterstock', 'cinemamix-1mp', 'nsfw-1024', 'anatomy', 'bg20k-1024', 'yoga'] Learning rate 4e-07, batch size 4, and 8 gradient accumulation steps. Used DDPM noise scheduler for training with v_prediction prediction type and rescaled_betas_zero_snr=True Using 'trailing' timestep spacing. Base model: stabilityai/stable-diffusion-2-1 VAE: None19e0955 -
Trained for 4 epochs and 48700 steps.
Verified signatureTrained with datasets ['text-embeds-sd2x', 'celebrities', 'movieposters', 'normalnudes', 'propagandaposters', 'guys', 'pixel-art', 'signs', 'moviecollection', 'bookcovers', 'nijijourney', 'experimental', 'ethnic', 'sports', 'gay', 'architecture', 'shutterstock', 'cinemamix-1mp', 'nsfw-1024', 'anatomy', 'bg20k-1024', 'yoga'] Learning rate 4e-07, batch size 4, and 8 gradient accumulation steps. Used DDPM noise scheduler for training with v_prediction prediction type and rescaled_betas_zero_snr=True Using 'trailing' timestep spacing. Base model: stabilityai/stable-diffusion-2-1 VAE: Nonec6d30fd -
Trained for 4 epochs and 48700 steps.
Verified signatureTrained with datasets ['text-embeds-sd2x', 'celebrities', 'movieposters', 'normalnudes', 'propagandaposters', 'guys', 'pixel-art', 'signs', 'moviecollection', 'bookcovers', 'nijijourney', 'experimental', 'ethnic', 'sports', 'gay', 'architecture', 'shutterstock', 'cinemamix-1mp', 'nsfw-1024', 'anatomy', 'bg20k-1024', 'yoga'] Learning rate 4e-07, batch size 4, and 8 gradient accumulation steps. Used DDPM noise scheduler for training with v_prediction prediction type and rescaled_betas_zero_snr=True Using 'trailing' timestep spacing. Base model: stabilityai/stable-diffusion-2-1 VAE: Nonee6b4ab9 -
Validation images auto-generated by SimpleTuner
Verified signature52d8167 -
Trained for 4 epochs and 48600 steps.
Verified signatureTrained with datasets ['text-embeds-sd2x', 'celebrities', 'movieposters', 'normalnudes', 'propagandaposters', 'guys', 'pixel-art', 'signs', 'moviecollection', 'bookcovers', 'nijijourney', 'experimental', 'ethnic', 'sports', 'gay', 'architecture', 'shutterstock', 'cinemamix-1mp', 'nsfw-1024', 'anatomy', 'bg20k-1024', 'yoga'] Learning rate 4e-07, batch size 4, and 8 gradient accumulation steps. Used DDPM noise scheduler for training with v_prediction prediction type and rescaled_betas_zero_snr=True Using 'trailing' timestep spacing. Base model: stabilityai/stable-diffusion-2-1 VAE: None35dd938 -
Validation images auto-generated by SimpleTuner
Verified signature4423519 -
Trained for 4 epochs and 48500 steps.
Verified signatureTrained with datasets ['text-embeds-sd2x', 'celebrities', 'movieposters', 'normalnudes', 'propagandaposters', 'guys', 'pixel-art', 'signs', 'moviecollection', 'bookcovers', 'nijijourney', 'experimental', 'ethnic', 'sports', 'gay', 'architecture', 'shutterstock', 'cinemamix-1mp', 'nsfw-1024', 'anatomy', 'bg20k-1024', 'yoga'] Learning rate 4e-07, batch size 4, and 8 gradient accumulation steps. Used DDPM noise scheduler for training with v_prediction prediction type and rescaled_betas_zero_snr=True Using 'trailing' timestep spacing. Base model: stabilityai/stable-diffusion-2-1 VAE: None3d29502 -
Validation images auto-generated by SimpleTuner
Verified signature9fd3ed1 -
Trained for 4 epochs and 48400 steps.
Verified signatureTrained with datasets ['text-embeds-sd2x', 'celebrities', 'movieposters', 'normalnudes', 'propagandaposters', 'guys', 'pixel-art', 'signs', 'moviecollection', 'bookcovers', 'nijijourney', 'experimental', 'ethnic', 'sports', 'gay', 'architecture', 'shutterstock', 'cinemamix-1mp', 'nsfw-1024', 'anatomy', 'bg20k-1024', 'yoga'] Learning rate 4e-07, batch size 4, and 8 gradient accumulation steps. Used DDPM noise scheduler for training with v_prediction prediction type and rescaled_betas_zero_snr=True Using 'trailing' timestep spacing. Base model: stabilityai/stable-diffusion-2-1 VAE: None3f3ea37 -
Validation images auto-generated by SimpleTuner
Verified signature8039e39 -
Trained for 4 epochs and 48300 steps.
Verified signatureTrained with datasets ['text-embeds-sd2x', 'celebrities', 'movieposters', 'normalnudes', 'propagandaposters', 'guys', 'pixel-art', 'signs', 'moviecollection', 'bookcovers', 'nijijourney', 'experimental', 'ethnic', 'sports', 'gay', 'architecture', 'shutterstock', 'cinemamix-1mp', 'nsfw-1024', 'anatomy', 'bg20k-1024', 'yoga'] Learning rate 4e-07, batch size 4, and 8 gradient accumulation steps. Used DDPM noise scheduler for training with v_prediction prediction type and rescaled_betas_zero_snr=True Using 'trailing' timestep spacing. Base model: stabilityai/stable-diffusion-2-1 VAE: Noneccf20d9 -
Validation images auto-generated by SimpleTuner
Verified signaturec2162e6 -
Trained for 4 epochs and 48200 steps.
Verified signatureTrained with datasets ['text-embeds-sd2x', 'celebrities', 'movieposters', 'normalnudes', 'propagandaposters', 'guys', 'pixel-art', 'signs', 'moviecollection', 'bookcovers', 'nijijourney', 'experimental', 'ethnic', 'sports', 'gay', 'architecture', 'shutterstock', 'cinemamix-1mp', 'nsfw-1024', 'anatomy', 'bg20k-1024', 'yoga'] Learning rate 4e-07, batch size 4, and 8 gradient accumulation steps. Used DDPM noise scheduler for training with v_prediction prediction type and rescaled_betas_zero_snr=True Using 'trailing' timestep spacing. Base model: stabilityai/stable-diffusion-2-1 VAE: None275528e -
Validation images auto-generated by SimpleTuner
Verified signature7b3d8b7 -
Trained for 4 epochs and 48100 steps.
Verified signatureTrained with datasets ['text-embeds-sd2x', 'celebrities', 'movieposters', 'normalnudes', 'propagandaposters', 'guys', 'pixel-art', 'signs', 'moviecollection', 'bookcovers', 'nijijourney', 'experimental', 'ethnic', 'sports', 'gay', 'architecture', 'shutterstock', 'cinemamix-1mp', 'nsfw-1024', 'anatomy', 'bg20k-1024', 'yoga'] Learning rate 4e-07, batch size 4, and 8 gradient accumulation steps. Used DDPM noise scheduler for training with v_prediction prediction type and rescaled_betas_zero_snr=True Using 'trailing' timestep spacing. Base model: stabilityai/stable-diffusion-2-1 VAE: Nonedd0a1bd -
Validation images auto-generated by SimpleTuner
Verified signaturee7c1fc3 -
Trained for 3 epochs and 47900 steps.
Verified signatureTrained with datasets ['text-embeds-sd2x', 'celebrities', 'movieposters', 'normalnudes', 'propagandaposters', 'guys', 'pixel-art', 'signs', 'moviecollection', 'bookcovers', 'nijijourney', 'experimental', 'ethnic', 'sports', 'gay', 'architecture', 'shutterstock', 'cinemamix-1mp', 'nsfw-1024', 'anatomy', 'bg20k-1024', 'yoga'] Learning rate 4e-07, batch size 4, and 8 gradient accumulation steps. Used DDPM noise scheduler for training with v_prediction prediction type and rescaled_betas_zero_snr=True Using 'trailing' timestep spacing. Base model: stabilityai/stable-diffusion-2-1 VAE: None135892b -
Validation images auto-generated by SimpleTuner
Verified signature4491ff5 -
Trained for 3 epochs and 47800 steps.
Verified signatureTrained with datasets ['text-embeds-sd2x', 'celebrities', 'movieposters', 'normalnudes', 'propagandaposters', 'guys', 'pixel-art', 'signs', 'moviecollection', 'bookcovers', 'nijijourney', 'experimental', 'ethnic', 'sports', 'gay', 'architecture', 'shutterstock', 'cinemamix-1mp', 'nsfw-1024', 'anatomy', 'bg20k-1024', 'yoga'] Learning rate 4e-07, batch size 4, and 8 gradient accumulation steps. Used DDPM noise scheduler for training with v_prediction prediction type and rescaled_betas_zero_snr=True Using 'trailing' timestep spacing. Base model: stabilityai/stable-diffusion-2-1 VAE: None3683764 -
Validation images auto-generated by SimpleTuner
Verified signature93a5db5 -
Trained for 3 epochs and 47700 steps.
Verified signatureTrained with datasets ['text-embeds-sd2x', 'celebrities', 'movieposters', 'normalnudes', 'propagandaposters', 'guys', 'pixel-art', 'signs', 'moviecollection', 'bookcovers', 'nijijourney', 'experimental', 'ethnic', 'sports', 'gay', 'architecture', 'shutterstock', 'cinemamix-1mp', 'nsfw-1024', 'anatomy', 'bg20k-1024', 'yoga'] Learning rate 4e-07, batch size 4, and 8 gradient accumulation steps. Used DDPM noise scheduler for training with v_prediction prediction type and rescaled_betas_zero_snr=True Using 'trailing' timestep spacing. Base model: stabilityai/stable-diffusion-2-1 VAE: Noneac07049 -
Validation images auto-generated by SimpleTuner
Verified signature3f7df7d -
Trained for 3 epochs and 47600 steps.
Verified signatureTrained with datasets ['text-embeds-sd2x', 'celebrities', 'movieposters', 'normalnudes', 'propagandaposters', 'guys', 'pixel-art', 'signs', 'moviecollection', 'bookcovers', 'nijijourney', 'experimental', 'ethnic', 'sports', 'gay', 'architecture', 'shutterstock', 'cinemamix-1mp', 'nsfw-1024', 'anatomy', 'bg20k-1024', 'yoga'] Learning rate 4e-07, batch size 4, and 8 gradient accumulation steps. Used DDPM noise scheduler for training with v_prediction prediction type and rescaled_betas_zero_snr=True Using 'trailing' timestep spacing. Base model: stabilityai/stable-diffusion-2-1 VAE: Nonef825903 -
Validation images auto-generated by SimpleTuner
Verified signature7604baf -
Trained for 3 epochs and 47500 steps.
Verified signatureTrained with datasets ['text-embeds-sd2x', 'celebrities', 'movieposters', 'normalnudes', 'propagandaposters', 'guys', 'pixel-art', 'signs', 'moviecollection', 'bookcovers', 'nijijourney', 'experimental', 'ethnic', 'sports', 'gay', 'architecture', 'shutterstock', 'cinemamix-1mp', 'nsfw-1024', 'anatomy', 'bg20k-1024', 'yoga'] Learning rate 4e-07, batch size 4, and 8 gradient accumulation steps. Used DDPM noise scheduler for training with v_prediction prediction type and rescaled_betas_zero_snr=True Using 'trailing' timestep spacing. Base model: stabilityai/stable-diffusion-2-1 VAE: Nonede67d06 -
Validation images auto-generated by SimpleTuner
Verified signature018531c
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Trained for 3 epochs and 47400 steps.
Verified signatureTrained with datasets ['text-embeds-sd2x', 'celebrities', 'movieposters', 'normalnudes', 'propagandaposters', 'guys', 'pixel-art', 'signs', 'moviecollection', 'bookcovers', 'nijijourney', 'experimental', 'ethnic', 'sports', 'gay', 'architecture', 'shutterstock', 'cinemamix-1mp', 'nsfw-1024', 'anatomy', 'bg20k-1024', 'yoga'] Learning rate 4e-07, batch size 4, and 8 gradient accumulation steps. Used DDPM noise scheduler for training with v_prediction prediction type and rescaled_betas_zero_snr=True Using 'trailing' timestep spacing. Base model: stabilityai/stable-diffusion-2-1 VAE: Nonefa0a60b -
Validation images auto-generated by SimpleTuner
Verified signature3f00da2 -
Trained for 2 epochs and 47300 steps.
Verified signatureTrained with datasets ['text-embeds-sd2x', 'celebrities', 'movieposters', 'normalnudes', 'propagandaposters', 'guys', 'pixel-art', 'signs', 'moviecollection', 'bookcovers', 'nijijourney', 'experimental', 'ethnic', 'sports', 'gay', 'architecture', 'shutterstock', 'cinemamix-1mp', 'nsfw-1024', 'anatomy', 'bg20k-1024', 'yoga'] Learning rate 4e-07, batch size 4, and 8 gradient accumulation steps. Used DDPM noise scheduler for training with v_prediction prediction type and rescaled_betas_zero_snr=True Using 'trailing' timestep spacing. Base model: stabilityai/stable-diffusion-2-1 VAE: None3049448 -
Validation images auto-generated by SimpleTuner
Verified signaturee4cd558 -
Trained for 2 epochs and 47200 steps.
Verified signatureTrained with datasets ['text-embeds-sd2x', 'celebrities', 'movieposters', 'normalnudes', 'propagandaposters', 'guys', 'pixel-art', 'signs', 'moviecollection', 'bookcovers', 'nijijourney', 'experimental', 'ethnic', 'sports', 'gay', 'architecture', 'shutterstock', 'cinemamix-1mp', 'nsfw-1024', 'anatomy', 'bg20k-1024', 'yoga'] Learning rate 4e-07, batch size 4, and 8 gradient accumulation steps. Used DDPM noise scheduler for training with v_prediction prediction type and rescaled_betas_zero_snr=True Using 'trailing' timestep spacing. Base model: stabilityai/stable-diffusion-2-1 VAE: None182d6eb -
Validation images auto-generated by SimpleTuner
Verified signature3bd597e -
Trained for 2 epochs and 47100 steps.
Verified signatureTrained with datasets ['text-embeds-sd2x', 'celebrities', 'movieposters', 'normalnudes', 'propagandaposters', 'guys', 'pixel-art', 'signs', 'moviecollection', 'bookcovers', 'nijijourney', 'experimental', 'ethnic', 'sports', 'gay', 'architecture', 'shutterstock', 'cinemamix-1mp', 'nsfw-1024', 'anatomy', 'bg20k-1024', 'yoga'] Learning rate 4e-07, batch size 4, and 8 gradient accumulation steps. Used DDPM noise scheduler for training with v_prediction prediction type and rescaled_betas_zero_snr=True Using 'trailing' timestep spacing. Base model: stabilityai/stable-diffusion-2-1 VAE: Noned3807cf -
Validation images auto-generated by SimpleTuner
Verified signature7b7e4e3 -
Validation images auto-generated by SimpleTuner
Verified signature98404a7 -
Trained for 2 epochs and 46750 steps.
Verified signatureTrained with datasets ['text-embeds-sd2x', 'celebrities', 'movieposters', 'normalnudes', 'propagandaposters', 'guys', 'pixel-art', 'signs', 'moviecollection', 'bookcovers', 'nijijourney', 'experimental', 'ethnic', 'sports', 'gay', 'architecture', 'shutterstock', 'cinemamix-1mp', 'nsfw-1024', 'anatomy', 'bg20k-1024', 'yoga'] Learning rate 4e-07, batch size 4, and 1 gradient accumulation steps. Used DDPM noise scheduler for training with v_prediction prediction type and rescaled_betas_zero_snr=True Using 'trailing' timestep spacing. Base model: stabilityai/stable-diffusion-2-1 VAE: None2de0087 -
Validation images auto-generated by SimpleTuner
Verified signaturebd4e8de -
Trained for 2 epochs and 46500 steps.
Verified signatureTrained with datasets ['text-embeds-sd2x', 'celebrities', 'movieposters', 'normalnudes', 'propagandaposters', 'guys', 'pixel-art', 'signs', 'moviecollection', 'bookcovers', 'nijijourney', 'experimental', 'ethnic', 'sports', 'gay', 'architecture', 'shutterstock', 'cinemamix-1mp', 'nsfw-1024', 'anatomy', 'bg20k-1024', 'yoga'] Learning rate 4e-07, batch size 4, and 1 gradient accumulation steps. Used DDPM noise scheduler for training with v_prediction prediction type and rescaled_betas_zero_snr=True Using 'trailing' timestep spacing. Base model: stabilityai/stable-diffusion-2-1 VAE: Nonedefb163 -
Validation images auto-generated by SimpleTuner
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Validation images auto-generated by SimpleTuner
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