Update README.md

README.md

@@ -11,7 +11,7 @@ thumbnail: "https://imagedelivery.net/_wFNZAzgWNWPmneM1cyjcw/artifact/449d42a8-2
 
 [DRAFT]
 
-# pony-diffusion-v4 - "same. but different" edition
+# pony-diffusion-v4 - "same, but different" edition
 
 pony-diffusion is a latent text-to-image diffusion model that has been conditioned on high-quality pony, furry and other non photorealistic SFW and NSFW images through fine-tuning.
 
@@ -23,19 +23,24 @@ Special thanks to [Waifu-Diffusion](https://huggingface.co/hakurei/waifu-diffusi
 
 [Pruned safetensors PyTorch Model (use this with Automatic1111 or other SD UIs)](https://mega.nz/file/wO0EkC5L#N-IUbBe2e83_hIdepiRjSFg_81So3ZQsskNE4eD0v9A)
 
-[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1rl-R39aKp42RS6sRsM9cVC2elBFugdDd?usp=sharing)
+[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1nsVDaDjRyGO1hnD6VS2HUtpqocUyYPTk?usp=sharing)
 
-**Please join PurpleSmartAI Discord to use this model with our free SD bot and get early access to pony-diffusion-v4.**
+**Please join PurpleSmartAI Discord to use this model with our free SD bot and get early access to models in development.**
 
 [![Join Discord Server to try next generation models](https://discordapp.com/api/guilds/670866322619498507/widget.png?style=banner2)](https://discord.gg/pYsdjMfu3q)
 
-<img src=https://imagedelivery.net/_wFNZAzgWNWPmneM1cyjcw/artifact/449d42a8-28c5-44da-afd7-28d7e29a264c/public width=25% height=25%>
-<img src=https://imagedelivery.net/_wFNZAzgWNWPmneM1cyjcw/artifact/d72e5089-3857-417e-87a2-0fa59111022d/public width=25% height=25%>
-<img src=https://imagedelivery.net/_wFNZAzgWNWPmneM1cyjcw/artifact/3bf767d5-6770-499b-bac4-353e536b4b7d/public width=25% height=25%>
-<img src=https://imagedelivery.net/_wFNZAzgWNWPmneM1cyjcw/artifact/740ab221-a882-4ad9-bf46-fd3d60c503b9/public width=25% height=25%>
-<img src=https://imagedelivery.net/_wFNZAzgWNWPmneM1cyjcw/artifact/e9700843-24fe-48ef-981b-5171c60f69c4/public width=25% height=25%>
-<img src=https://imagedelivery.net/_wFNZAzgWNWPmneM1cyjcw/artifact/f70fde75-f7ba-4c78-8229-3e39314aaf43/public width=25% height=25%>
-<img src=https://imagedelivery.net/_wFNZAzgWNWPmneM1cyjcw/artifact/422c26b6-38fa-4e0b-9c33-cffe4dc6f879/public width=25% height=25%>
+
+<img src=https://cdn.discordapp.com/attachments/1079212109826625576/1079384242267619408/17554-3113296769-derpibooru_p_95_solo_pony_striped_socks.png width=25% height=25%>
+<img src=https://cdn.discordapp.com/attachments/1079212109826625576/1080413124856909824/19326-8615930-derpibooru_p_95_solo_colt_anthro_sitcom_80s_sitcom_bright_colors_psychedelic_background_detailed_eyes.png width=25% height=25%>
+<img src=https://cdn.discordapp.com/attachments/1079212109826625576/1080403658010792086/19206-4045326196-derpibooru_p_95_solo_colt_anthro_sitcom_80s_sitcom_visible_muscles.png width=25% height=25%>
+<img src=https://cdn.discordapp.com/attachments/1079212109826625576/1080401470127611914/19174-120239397-derpibooru_p_95_solo_anthro_sitcom_80s_sitcom_toned_muscles.png width=25% height=25%>
+<img src=https://cdn.discordapp.com/attachments/1079212109826625576/1079239743306465310/17084-1826441328-derpibooru_p_95_princess_celestia_solo_show_accurate_vector.png width=25% height=25%>
+<img src=https://cdn.discordapp.com/attachments/1079212109826625576/1080396021009494127/19147-917128423-derpibooru_p_95_solo_anthro_sitcom_80s_sitcom.png width=25% height=25%>
+<img src=https://cdn.discordapp.com/attachments/1079212109826625576/1080630588790276106/19759-2048683679-rule34_p_95_gelbooru_p_95_solo_raven_teen_titans_portrait_only_face.png width=25% height=25%>
+<img src=https://cdn.discordapp.com/attachments/1079212109826625576/1083364771253977098/upscaled_derpibooru__p_95e621_p_95small_bre-3.webp width=25% height=25%>
+<img src=https://cdn.discordapp.com/attachments/1079212109826625576/1081630926250987560/upscaled_a_cute_female_fox_fluffy_fuzzy_8k_de-3.webp width=25% height=25%>
+<img src=https://cdn.discordapp.com/attachments/1079212109826625576/1080637317636706414/19878-2524568788-rule34_p_95_gelbooru_p_95_master_chief_halo.png width=25% height=25%>
+<img src=https://cdn.discordapp.com/attachments/1079212109826625576/1085790783266893885/upscaled_safe_derpibooru_p_95an_attractive_po-1.webp width=25% height=25%>
 
 You can see more samples at [PurpleSmartAI](https://purplesmart.ai/collection/top?nsfw=0&page=1&gen_type=txt2img&model=5&order=created_desc)
 
@@ -75,7 +80,7 @@ This model can be used for entertainment purposes and as a generative art assist
 import torch
 from torch import autocast
 from diffusers import StableDiffusionPipeline, DDIMScheduler
-model_id = "AstraliteHeart/pony-diffusion-v3"
+model_id = "AstraliteHeart/pony-diffusion-v4"
 device = "cuda"
 pipe = StableDiffusionPipeline.from_pretrained(
     model_id,
@@ -101,6 +106,6 @@ image.save("cute_poner.png")
 
 This project would not have been possible without the incredible work by the [CompVis Researchers](https://ommer-lab.com/).
 
-- [Waifu-Diffusion for helping with finetuning and providing starting checkpoint](https://huggingface.co/hakurei/waifu-diffusion)
+- [Waifu-Diffusion for helping with finetuning](https://huggingface.co/hakurei/waifu-diffusion)
 
 In order to reach us, you can join our [Discord server](https://discord.gg/WG78ZbSB).