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README.md

@@ -326,7 +326,7 @@ import torch
 from lens import LensPipeline
 
 pipe = LensPipeline.from_pretrained(
-    "microsoft/Lens-Turbo", torch_dtype=torch.bfloat16
+    "microsoft/Lens", torch_dtype=torch.bfloat16
 ).to("cuda")
 
 image = pipe(
@@ -344,7 +344,7 @@ To trade speed for VRAM, replace `.to("cuda")` with `pipe.enable_model_cpu_offlo
 
 ```bash
 python inference.py \
-    --repo_id "microsoft/Lens-Turbo" \
+    --repo_id "microsoft/Lens" \
     --prompt "A cinematic mountain lake at sunrise, soft mist, detailed reflections" \
     --base_resolution 1440 --aspect_ratio 1:1 \
     --steps 20 --cfg 5.0 --n 1 --seed 42 \
@@ -355,14 +355,14 @@ python inference.py \
 
 ```bash
 python inference.py \
-    --repo_id "microsoft/Lens-Turbo" \
+    --repo_id "microsoft/Lens" \
     --prompt "a red fox in snow|a glass greenhouse at night"
 ```
 
 **A100 / V100 (no MXFP4 kernels)** — dequantize the GPT-OSS encoder to bf16:
 
 ```bash
-python inference.py --repo_id "microsoft/Lens-Turbo" --prompt "a cat" --disable_mxfp4 --offload
+python inference.py --repo_id "microsoft/Lens" --prompt "a cat" --disable_mxfp4 --offload
 ```
 
 ### Options