Update README.md

README.md

@@ -64,24 +64,24 @@ Both columns decode the same LTX-2.3 latent from the distilled pipeline.
   <tr>
     <td>
       <video controls autoplay muted loop playsinline
-             src="https://huggingface.co/PrunaAI/PrunaVAED/resolve/main/example/teacher/04MhZs7YN08-Scene-0048.mp4">
+             src="https://huggingface.co/PrunaAI/PrunaVAED/resolve/main/example/Ltx23VAED/04MhZs7YN08-Scene-0048.mp4">
       </video>
     </td>
     <td>
       <video controls autoplay muted loop playsinline
-             src="https://huggingface.co/PrunaAI/PrunaVAED/resolve/main/example/student/04MhZs7YN08-Scene-0048.mp4">
+             src="https://huggingface.co/PrunaAI/PrunaVAED/resolve/main/example/PrunaVAED/04MhZs7YN08-Scene-0048.mp4">
       </video>
     </td>
   </tr>
   <tr>
     <td>
       <video controls autoplay muted loop playsinline
-             src="https://huggingface.co/PrunaAI/PrunaVAED/resolve/main/example/teacher/FAfMSWi0FSA-Scene-0200.mp4">
+             src="https://huggingface.co/PrunaAI/PrunaVAED/resolve/main/example/Ltx23VAED/FAfMSWi0FSA-Scene-0200.mp4">
       </video>
     </td>
     <td>
       <video controls autoplay muted loop playsinline
-             src="https://huggingface.co/PrunaAI/PrunaVAED/resolve/main/example/student/FAfMSWi0FSA-Scene-0200.mp4">
+             src="https://huggingface.co/PrunaAI/PrunaVAED/resolve/main/example/PrunaVAED/FAfMSWi0FSA-Scene-0200.mp4">
       </video>
     </td>
   </tr>
@@ -98,20 +98,20 @@ Both columns decode the same LTX-2.3 latent from the distilled pipeline.
     <th align="center">⚡ PrunaVAED</th>
   </tr>
   <tr>
-    <td><video controls autoplay muted loop playsinline src="https://huggingface.co/PrunaAI/PrunaVAED/resolve/main/example/teacher/8YSha7iU2ZI-Scene-1025.mp4"></video></td>
-    <td><video controls autoplay muted loop playsinline src="https://huggingface.co/PrunaAI/PrunaVAED/resolve/main/example/student/8YSha7iU2ZI-Scene-1025.mp4"></video></td>
+    <td><video controls autoplay muted loop playsinline src="https://huggingface.co/PrunaAI/PrunaVAED/resolve/main/example/Ltx23VAED/8YSha7iU2ZI-Scene-1025.mp4"></video></td>
+    <td><video controls autoplay muted loop playsinline src="https://huggingface.co/PrunaAI/PrunaVAED/resolve/main/example/PrunaVAED/8YSha7iU2ZI-Scene-1025.mp4"></video></td>
   </tr>
   <tr>
-    <td><video controls autoplay muted loop playsinline src="https://huggingface.co/PrunaAI/PrunaVAED/resolve/main/example/teacher/DZt-RtpcJZQ-Scene-0043_teacher.mp4"></video></td>
-    <td><video controls autoplay muted loop playsinline src="https://huggingface.co/PrunaAI/PrunaVAED/resolve/main/example/student/DZt-RtpcJZQ-Scene-0043_m2.mp4"></video></td>
+    <td><video controls autoplay muted loop playsinline src="https://huggingface.co/PrunaAI/PrunaVAED/resolve/main/example/Ltx23VAED/DZt-RtpcJZQ-Scene-0043.mp4"></video></td>
+    <td><video controls autoplay muted loop playsinline src="https://huggingface.co/PrunaAI/PrunaVAED/resolve/main/example/PrunaVAED/DZt-RtpcJZQ-Scene-0043.mp4"></video></td>
   </tr>
   <tr>
-    <td><video controls autoplay muted loop playsinline src="https://huggingface.co/PrunaAI/PrunaVAED/resolve/main/example/teacher/9GDE5-rOOfk-Scene-0010.mp4"></video></td>
-    <td><video controls autoplay muted loop playsinline src="https://huggingface.co/PrunaAI/PrunaVAED/resolve/main/example/student/9GDE5-rOOfk-Scene-0010.mp4"></video></td>
+    <td><video controls autoplay muted loop playsinline src="https://huggingface.co/PrunaAI/PrunaVAED/resolve/main/example/Ltx23VAED/9GDE5-rOOfk-Scene-0010.mp4"></video></td>
+    <td><video controls autoplay muted loop playsinline src="https://huggingface.co/PrunaAI/PrunaVAED/resolve/main/example/PrunaVAED/9GDE5-rOOfk-Scene-0010.mp4"></video></td>
   </tr>
   <tr>
-    <td><video controls autoplay muted loop playsinline src="https://huggingface.co/PrunaAI/PrunaVAED/resolve/main/example/teacher/7y57zc-GvBA-Scene-0009.mp4"></video></td>
-    <td><video controls autoplay muted loop playsinline src="https://huggingface.co/PrunaAI/PrunaVAED/resolve/main/example/student/7y57zc-GvBA-Scene-0009.mp4"></video></td>
+    <td><video controls autoplay muted loop playsinline src="https://huggingface.co/PrunaAI/PrunaVAED/resolve/main/example/Ltx23VAED/7y57zc-GvBA-Scene-0009.mp4"></video></td>
+    <td><video controls autoplay muted loop playsinline src="https://huggingface.co/PrunaAI/PrunaVAED/resolve/main/example/PrunaVAED/7y57zc-GvBA-Scene-0009.mp4"></video></td>
   </tr>
 </table>
 
@@ -146,7 +146,7 @@ differences (temporal consistency).
 
 ## Quickstart
 
-End-to-end smoke test: generate a short video with the diffusers LTX-2.3
+End-to-end smoke demo: generate a short video with the diffusers LTX-2.3
 **distilled** two-stage pipeline, then decode the same latent with the stock
 LTX-2.3 VAE and with PrunaVAED. Writes two mp4s and prints decode time (ms).
 Needs a **CUDA GPU**.
@@ -162,12 +162,12 @@ cd PrunaVAED
 # 3. Install dependencies
 pip install -r requirements-test.txt
 
-# 4. Run the test (~1080p, ~5 s @ 24 fps)
+# 4. Run the demo (~1080p, ~5 s @ 24 fps)
 python demo/demo_distilled_decode.py
 ```
 
-Outputs land in `outputs/test_distilled/` (`ltx23.mp4`, `prunavaed.mp4`).
-Edit `PROMPT` / resolution at the top of `tests/test_distilled_decode.py` if needed.
+Outputs land in `outputs/demo_distilled/` (`ltx23.mp4`, `prunavaed.mp4`).
+Edit `PROMPT` / resolution at the top of `demi/demo_distilled_decode.py` if needed.
 
 
 ## Architecture