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README.md

@@ -33,7 +33,7 @@
 <p>
   <a href="https://arxiv.org/abs/PLACEHOLDER"><img alt="arXiv" src="https://img.shields.io/badge/arXiv-Paper-b31b1b?logo=arxiv&logoColor=white" height="22" /></a>
   &nbsp;
-  <a href="https://huggingface.co/Jinjing713/Lens"><img alt="Hugging Face" src="https://img.shields.io/badge/%F0%9F%A4%97-Models-yellow" height="22" /></a>
+  <a href="https://huggingface.co/microsoft/Lens"><img alt="Hugging Face" src="https://img.shields.io/badge/%F0%9F%A4%97-Models-yellow" height="22" /></a>
   &nbsp;
   <a href="LICENSE"><img alt="License: MIT" src="https://img.shields.io/badge/License-MIT-green.svg" height="22" /></a>
 </p>
@@ -307,9 +307,9 @@ The default GPT-OSS encoder and FLUX.2 VAE are loaded from Hugging Face. Make su
 
 | Repo | Description | Recommended Steps | CFG |
 | :--- | :--- | :---: | :---: |
-| [`Jinjing713/Lens`](https://huggingface.co/Jinjing713/Lens) | **Default.** RL-tuned for visual quality | 20 | 5.0 |
-| [`Jinjing713/Lens-Turbo`](https://huggingface.co/Jinjing713/Lens-Turbo) | Distilled from the RL model for fast 4-step sampling | 4 | 1.0 |
-| [`Jinjing713/Lens-Base`](https://huggingface.co/Jinjing713/Lens-Base) | Supervised base model (no RL, no distillation) | 50 | 5.0 |
+| [`microsoft/Lens`](https://huggingface.co/microsoft/Lens) | **Default.** RL-tuned for visual quality | 20 | 5.0 |
+| [`microsoft/Lens-Turbo`](https://huggingface.co/microsoft/Lens-Turbo) | Distilled from the RL model for fast 4-step sampling | 4 | 1.0 |
+| [`microsoft/Lens-Base`](https://huggingface.co/microsoft/Lens-Base) | Supervised base model (no RL, no distillation) | 50 | 5.0 |
 
 Pick a variant by passing its repo id to `--repo_id` (CLI) or `LensPipeline.from_pretrained(...)` (Python).
 
@@ -324,7 +324,7 @@ import torch
 from lens import LensPipeline
 
 pipe = LensPipeline.from_pretrained(
-    "Jinjing713/Lens", torch_dtype=torch.bfloat16
+    "microsoft/Lens", torch_dtype=torch.bfloat16
 ).to("cuda")
 
 image = pipe(
@@ -366,7 +366,7 @@ python inference.py --prompt "a cat" --disable_mxfp4 --offload
 
 | Flag | Description | Default |
 | :--- | :--- | :--- |
-| `--repo_id` | HF repo id (or local path) of the assembled Lens pipeline | `Jinjing713/Lens` |
+| `--repo_id` | HF repo id (or local path) of the assembled Lens pipeline | `microsoft/Lens` |
 | `--base_resolution` | `1024` or `1440` | `1440` |
 | `--aspect_ratio` | `1:2`, `9:16`, `2:3`, `3:4`, `1:1`, `4:3`, `3:2`, `16:9`, `2:1` | `1:1` |
 | `--steps` | Number of denoising steps | `20` |