Release HF pytorch neuronx inference (#5448)

Author: arjraman

release_images_inference.yml

@@ -147,14 +147,14 @@ release_images:
       force_release: False
   12:
     framework: "huggingface_pytorch"
-    version: "2.7.1"
+    version: "2.8.0"
     arch_type: "x86"
-    hf_transformers: "4.51.3"
+    hf_transformers: "4.55.4"
     inference:
       device_types: [ "neuronx" ]
       python_versions: [ "py310" ]
       os_version: "ubuntu22.04"
-      neuron_sdk_version: "sdk2.24.1"
+      neuron_sdk_version: "sdk2.26.0"
       example: False
       disable_sm_tag: True
       force_release: False