diff --git a/README.md b/README.md
index 76402fe..ad965e2 100644
--- a/README.md
+++ b/README.md
@@ -27,6 +27,7 @@
     conda activate SUPIR
     pip install --upgrade pip
     pip install -r requirements.txt
+    pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu121
     ```
 
 3. Download Checkpoints
@@ -57,7 +58,12 @@ For users who can connect to huggingface, please setting `LLAVA_CLIP_PATH, SDXL_
 4. Edit Custom Path for Checkpoints
     ```
     * [CKPT_PTH.py] --> LLAVA_CLIP_PATH, LLAVA_MODEL_PATH, SDXL_CLIP1_PATH, SDXL_CLIP2_CACHE_DIR 
-    * [options/SUPIR_v0.yaml] --> SDXL_CKPT, SUPIR_CKPT_Q, SUPIR_CKPT_F
+    * [options/SUPIR_v0.yaml] --> SDXL_CKPT, SUPIR_CKPT_Q, SUPIR_CKPT_F    
+
+5. If running locally, you must edit /options/SUPIR_v0.yaml to point to the local locations of the model files.  Example syntax for WSK and Window is in SUPIR_v0.yaml
+
+6. 5. If running locally, you must also edit CKPT_PTH.py to point to the local locations of the model files.
+    
     ```
 ---
 
diff --git a/options/SUPIR_v0.yaml b/options/SUPIR_v0.yaml
index 99d76e5..2a6ed33 100644
--- a/options/SUPIR_v0.yaml
+++ b/options/SUPIR_v0.yaml
@@ -148,7 +148,11 @@ model:
         'painting, oil painting, illustration, drawing, art, sketch, oil painting, cartoon, CG Style, 3D render, 
         unreal engine, blurring, dirty, messy, worst quality, low quality, frames, watermark, signature, 
         jpeg artifacts, deformed, lowres, over-smooth'
-
+#
+#  The 4 locations below need to be modified to point to the local locations of the models. 
+#  Under WSL, for examole, the syntax is: SDXL_CKPT: './opt/data/Juggernaut-XL_v9_RunDiffusionPhoto_v2.safetensors'
+#  Under Windows, the syntaz is: SDXL_CKPT: A:\SUPIR\opt\data\Juggernaut-XL_v9_RunDiffusionPhoto_v2.safetensors
+#
 SDXL_CKPT: /opt/data/private/AIGC_pretrain/SDXL_cache/sd_xl_base_1.0_0.9vae.safetensors
 SUPIR_CKPT_F: /opt/data/private/AIGC_pretrain/SUPIR_cache/SUPIR-v0F.ckpt
 SUPIR_CKPT_Q: /opt/data/private/AIGC_pretrain/SUPIR_cache/SUPIR-v0Q.ckpt
diff --git a/requirements.txt b/requirements.txt
index 11e74eb..a7a1ee1 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -33,7 +33,6 @@ pytorch-lightning==2.1.2
 PyYAML==6.0
 scipy==1.9.1
 tqdm==4.65.0
-triton==2.1.0
 urllib3==1.26.15
 webdataset==0.2.48
 xformers>=0.0.20