Update README.md (Fix)

README.md

@@ -16,10 +16,10 @@ __Aipictors (Japanese) - https://www.aipictors.com__
 
 ## Usage
 Use CLIP skip 2 (or none/1 for SDXL) \
-It is recommende to use standard resolution such as 832x1144 (up to 1536x1536 for v1.3) \
+It is recommended to use standard resolutions such as 832x1144 (up to 1536x1536 for v1.3) \
 Positive prompt example: masterpiece, best quality, (child:1.4), 1girl, solo, full body, night, purple kimono, japanese clothes, barefoot, obi, bare legs, braided ponytail, feet, mole, toes, collarbone, toenails, electricity, looking at viewer, night sky, holding weapon, holding, holding polearm, floating, sakura, petals \
-Negative prompt example: lowres, worst quality, low quality, old, early, bad anatomy, bad hands, 4koma, comic, greyscale, censored, jpeg artifacts, aged up, \
-All examples were generated using custom workflow in ComfyUI and weren't edited using inpainting. You can load the workflow by either importing the example images or importing the workflow directly
+Negative prompt example: lowres, worst quality, low quality, old, early, bad anatomy, bad hands, 4koma, comic, greyscale, censored, jpeg artifacts, aged up \
+All examples were generated using a custom workflow in ComfyUI and weren't edited using inpainting. You can load the workflow by either importing the example images or importing the workflow directly
 
 ## Useful links
 Discord: https://discord.gg/mZ3eGeNX7S
@@ -28,10 +28,10 @@ Discord: https://discord.gg/mZ3eGeNX7S
 ### Current
 v1.3 \
 Illustrious v1 based \
-Resolution raised to 1536x1536 \
+The resolution raised to 1536x1536 \
 There are 2 versions II - more raw, more control, suitable for LoRA and IIZ - default style, easier to use, more bias to loli chara \
 It's better to use longer prompts for better results, shorter (sub 10 tags) may result in lower quality \
-Improved composition and prompt adherence (both natural to a degree and booru)
+Improved composition and prompt adherence (both natural to a degree, and booru)
 ### Oudated
 v0.4.3 \
 Fixed color issue \
@@ -62,8 +62,8 @@ Changes at supported models \
 \
 v2.1.X EXPERIMENTAL RELEASE \
 Stable Diffusion 2.1-768 based \
-Default negative prompt: (low quality, worst quality:1.4), (bad anatomy), extra finger, fewer digits, jpeg artifacts \
-For positive prompt it's good to include tags: anime, (masterpiece, best quality) alternatively you may achieve positive response with: (exceptional, best aesthetic, new, newest, best quality, masterpiece, extremely detailed, anime, waifu:1.2) \
+Default negative prompt: (low quality, worst quality:1.4, bad anatomy), extra finger, fewer digits, jpeg artifacts \
+For positive prompt it's good to include tags: anime, (masterpiece, best quality), alternatively you may achieve positive response with: (exceptional, best aesthetic, new, newest, best quality, masterpiece, extremely detailed, anime, waifu:1.2) \
 Though it's Loli Diffusion model it's quite general purpose \
 The ability to generate realistic images as Waifu Diffusion can was intentionally decreased \
 This model performs better at higher resolutions like 768\*X or 896\*X \
@@ -95,10 +95,10 @@ Transfers benefits of XL and tries to improve on backgrounds of Pony
 v1.2 \
 this is SDXL V-Pred + ZTSNR series models \
 Cfg: around 5 \
-Sampler: normal Euler is suggested \
-Sheduler: normal or AYS \
+Sampler: Euler is suggested \
+Sheduler: Normal or AYS \
 Steps: 30 \
-you will need SwarmUI or ComfyUI to run them, while they should get autodetected it's suggested to manually specify the model as zsnr+vpred
+You will need SwarmUI or ComfyUI to run them, while they should get autodetected it's suggested to manually specify the model as zsnr+vpred
 
 
 ## Example v1.3
@@ -114,4 +114,4 @@ https://civitai.com/models/149664/based67 \
 https://huggingface.co/gsdf/Counterfeit-V2.5 \
 https://huggingface.co/Yntec/EstheticRetroAnime \
 https://huggingface.co/dwarfbum/Hassaku \
-https://huggingface.co/stb/animelike2d
+https://huggingface.co/Jungrock/animelike2d