Fix typo

README.md

@@ -12,46 +12,38 @@ tags:
 - t2i
 - i2i
 ---
-
-Only quants of https://huggingface.co/Phr00t/Qwen-Image-Edit-Rapid-AIO.
+Only quants of https://huggingface.co/Phr00t/Qwen-Image-Edit-Rapid-AIO
 
 READ CAREFULLY!!!
 
-I think i have fixed the smaller quants, feel free to test and give feedback.
+I think I have fixed the smaller quants, feel free to test and give a feedback.
 
-I'll leave the warning anyway.
+I left the warning anyway.
 
-ATTENTION !!! the smaller quants, smaller than Q5 except Q4_K_M creates weird artifacts, see:
-https://huggingface.co/QuantStack/Qwen-Image-Edit-2509-GGUF/discussions/6#68e7099a87b5c3907529d4bc
+ATTENTION !!! The smaller quants, smaller than Q5 except Q4_K_M creates weird artifacts,
+see https://huggingface.co/QuantStack/Qwen-Image-Edit-2509-GGUF/discussions/6#68e7099a87b5c3907529d4bc
 
 
-no more AIO, needs text_encoder and vae
+Not AIO, needs the text encoder and the VAE
 
 
-personally i recommend:
+I personally recommend:
 
 text_encoder https://huggingface.co/mradermacher/Qwen2.5-VL-7B-Instruct-abliterated-GGUF/tree/main
-
 mmproj needs clip fix in ComfyUI-GGUF/loader.py line 13
 ```
 TXT_ARCH_LIST = {"t5", "t5encoder", "llama", "qwen2vl", "clip"}
 ```
 see https://github.com/city96/ComfyUI-GGUF/pull/349
-
-or i have cloned the abliberated files into my repo and fixed the mmroj so the fix is no longer needed
-
-
+I have cloned the abliberated files into my repo and fixed the mmproj, so the fix is no longer needed
 VAE https://huggingface.co/calcuis/pig-vae/blob/main/pig_qwen_image_vae_fp32-f16.gguf
-
-
-replace comfy_extras/nodes_qwen.py with https://huggingface.co/Phr00t/Qwen-Image-Edit-Rapid-AIO/blob/main/fixed-textencode-node/nodes_qwen.py
+Replace comfy_extras/nodes_qwen.py with https://huggingface.co/Phr00t/Qwen-Image-Edit-Rapid-AIO/blob/main/fixed-textencode-node/nodes_qwen.py
 
 
 workflow text2image 4-step Q2_K:
 ![ComfyUI_00574_](https://cdn-uploads.huggingface.co/production/uploads/650eac15f26dbb8827b1d443/0ciWa9SH5VRfdk8PdZCWr.png)
-
 workflow edit of this image 4-step Q2_K:
 ![ComfyUI_00601_](https://cdn-uploads.huggingface.co/production/uploads/650eac15f26dbb8827b1d443/o0-AjNdwAJmTzX8r-ncVs.png)
 
 workflow edit of this image 4-step Q5_K_M:
-![ComfyUI_00602_](https://cdn-uploads.huggingface.co/production/uploads/650eac15f26dbb8827b1d443/skXvWdUiWFJ9m8L3WSs-C.png)
+![ComfyUI_00602_](https://cdn-uploads.huggingface.co/production/uploads/650eac15f26dbb8827b1d443/skXvWdUiWFJ9m8L3WSs-C.png)