update dockerfile.cuda to torch==2.7.0cu128

Signed-off-by: Vladimir Mandic <mandic00@live.com>

CHANGELOG.md

@@ -15,6 +15,8 @@ Btw, last few releases have been smaller, but more regular so do check posts abo
 
 - **Wiki**  
   - Updates for: *Quantization, NNCF, WSL, ZLUDA, ROCm*  
+- **Models**
+  - [Index AniSora v1 5B](https://huggingface.co/IndexTeam/Index-anisora)  
 - **Compute**  
   - ZLUDA: update to `zluda==3.9.5` with `torch==2.7.0`  
     *Note*: delete `.zluda` folder so that newest zluda will be installed if you are using the latest AMD Adrenaline driver  
@@ -27,6 +29,8 @@ Btw, last few releases have been smaller, but more regular so do check posts abo
   - Pydantic: update to api types  
   - UI defaults: match correct prompt components  
   - NNCF with ControlNet  
+  - NNCF with CogVideo
+  - IPEX with CogVideo  
 
 ## Update for 2025-05-12
 

configs/Dockerfile.cuda

@@ -2,7 +2,7 @@
 # docs: <https://github.com/vladmandic/sdnext/wiki/Docker>
 
 # base image
-FROM pytorch/pytorch:2.6.0-cuda12.6-cudnn9-runtime
+FROM pytorch/pytorch:2.7.0-cuda12.8-cudnn9-runtime
 
 # metadata
 LABEL org.opencontainers.image.vendor="SD.Next"
@@ -13,7 +13,7 @@ LABEL org.opencontainers.image.source="https://github.com/vladmandic/sdnext/"
 LABEL org.opencontainers.image.licenses="AGPL-3.0"
 LABEL org.opencontainers.image.title="SD.Next"
 LABEL org.opencontainers.image.description="SD.Next: Advanced Implementation of Stable Diffusion and other Diffusion-based generative image models"
-LABEL org.opencontainers.image.base.name="https://hub.docker.com/pytorch/pytorch:2.6.0-cuda12.6-cudnn9-runtime"
+LABEL org.opencontainers.image.base.name="https://hub.docker.com/pytorch/pytorch:2.7.0-cuda12.8-cudnn9-runtime"
 LABEL org.opencontainers.image.version="latest"
 
 # minimum install