Upgrade TGI Gaudi version to v2.0.6 (#1088)

Signed-off-by: lvliang-intel <liang1.lv@intel.com>
Co-authored-by: chen, suyue <suyue.chen@intel.com>

ChatQnA/kubernetes/intel/README_gmc.md

@@ -25,7 +25,7 @@ Should you desire to use the Gaudi accelerator, two alternate images are used fo
 For Gaudi:
 
 - tei-embedding-service: ghcr.io/huggingface/tei-gaudi:latest
-- tgi-service: gghcr.io/huggingface/tgi-gaudi:2.0.5
+- tgi-service: gghcr.io/huggingface/tgi-gaudi:2.0.6
 
 > [NOTE]  
 > Please refer to [Xeon README](https://github.com/opea-project/GenAIExamples/blob/main/ChatQnA/docker_compose/intel/cpu/xeon/README.md) or [Gaudi README](https://github.com/opea-project/GenAIExamples/blob/main/ChatQnA/docker_compose/intel/hpu/gaudi/README.md) to build the OPEA images. These too will be available on Docker Hub soon to simplify use.

ChatQnA/kubernetes/intel/hpu/gaudi/manifest/chatqna-guardrails.yaml

@@ -1103,7 +1103,7 @@ spec:
             runAsUser: 1000
             seccompProfile:
               type: RuntimeDefault
-          image: "ghcr.io/huggingface/tgi-gaudi:2.0.5"
+          image: "ghcr.io/huggingface/tgi-gaudi:2.0.6"
           imagePullPolicy: Always
           volumeMounts:
             - mountPath: /data
@@ -1184,8 +1184,13 @@ spec:
             runAsUser: 1000
             seccompProfile:
               type: RuntimeDefault
+<<<<<<< HEAD
+          image: "ghcr.io/huggingface/tgi-gaudi:2.0.6"
+          imagePullPolicy: IfNotPresent
+=======
           image: "ghcr.io/huggingface/tgi-gaudi:2.0.5"
           imagePullPolicy: Always
+>>>>>>> e3187be819ad088c24bf1b2cbb419255af0f2be3
           volumeMounts:
             - mountPath: /data
               name: model-volume

ChatQnA/kubernetes/intel/hpu/gaudi/manifest/chatqna.yaml

@@ -924,7 +924,7 @@ spec:
             runAsUser: 1000
             seccompProfile:
               type: RuntimeDefault
-          image: "ghcr.io/huggingface/tgi-gaudi:2.0.5"
+          image: "ghcr.io/huggingface/tgi-gaudi:2.0.6"
           imagePullPolicy: Always
           volumeMounts:
             - mountPath: /data