Update RHOAI image references for RHOAI 3.0

Author: sutaakar

images/tests/.env-rhoai

@@ -1,13 +1,17 @@
 ODH_NAMESPACE=redhat-ods-applications
-# Corresponds to quay.io/modh/fms-hf-tuning:v2.8.2
-FMS_HF_TUNING_IMAGE=quay.io/modh/fms-hf-tuning@sha256:1ad46fe1a23f41f190c49ec2549c64f484c88fe220888a7a5700dd857ca243cc
-# Corresponds to quay.io/modh/training:py311-cuda121-torch241
-TEST_TRAINING_CUDA_PYTORCH_241_IMAGE=quay.io/modh/training@sha256:f64f7bba3f1020d39491ac84d40d362a52e4822bdc11a33cfff021178b7c4097
-# Corresponds to quay.io/modh/training:py311-rocm62-torch241
-TEST_TRAINING_ROCM_PYTORCH_241_IMAGE=quay.io/modh/training@sha256:883739b576b485d79966d8c894fdd9ebebd226605a2abe8b33593ca67c87a394
-# Corresponds to quay.io/modh/training:py311-cuda124-torch251
-TEST_TRAINING_CUDA_PYTORCH_251_IMAGE=quay.io/modh/training@sha256:1d0caea3e5d56ff7d672954b1ad511e661df9bdb364d56879961169a4ca8dae0
-# Corresponds to quay.io/modh/training:py311-rocm62-torch251
-TEST_TRAINING_ROCM_PYTORCH_251_IMAGE=quay.io/modh/training@sha256:6cdae840fa029da33cccab620367e82404d24ddf67762eb4537a9bffe1af306d
-# Corresponds to quay.io/modh/odh-workbench-jupyter-datascience-cpu-py311-ubi9:rhoai-2.23
-NOTEBOOK_IMAGE=quay.io/modh/odh-workbench-jupyter-datascience-cpu-py311-ubi9@sha256:8e42b503eef9a696fca0264567cda1daa549dcb164a38572e03cbda5d183e5f4
+# Corresponds to quay.io/modh/fms-hf-tuning:v3.0.0
+FMS_HF_TUNING_IMAGE=quay.io/modh/fms-hf-tuning@sha256:2a6e3b0f7112c16c4561e5dcff6065ffc9befd9eec8fb36e86636d8ef6e136ca
+# Corresponds to quay.io/rhoai/odh-training-cuda121-torch24-py311-rhel9:rhoai-3.0
+TEST_TRAINING_CUDA_PYTORCH_241_IMAGE=quay.io/rhoai/odh-training-cuda121-torch24-py311-rhel9@sha256:5f7a974163856d07985b5da257688aad036427d3724194050782e58eab0cff1a
+# Corresponds to quay.io/rhoai/odh-training-rocm62-torch24-py311-rhel9:rhoai-3.0
+TEST_TRAINING_ROCM_PYTORCH_241_IMAGE=quay.io/rhoai/odh-training-rocm62-torch24-py311-rhel9@sha256:03db3dd3eb3290b048853a8d943fa1a5099727ff0d1934eeb0a7177bdf0031e4
+# Corresponds to quay.io/rhoai/odh-training-cuda124-torch25-py311-rhel9:rhoai-3.0
+TEST_TRAINING_CUDA_PYTORCH_251_IMAGE=quay.io/rhoai/odh-training-cuda124-torch25-py311-rhel9@sha256:bafee27b0842d196eb305963cc9b3f29d31cdf2c014af88b5965a8d908cc6f9a
+# Corresponds to quay.io/rhoai/odh-training-rocm62-torch25-py311-rhel9:rhoai-3.0
+TEST_TRAINING_ROCM_PYTORCH_251_IMAGE=quay.io/rhoai/odh-training-rocm62-torch25-py311-rhel9@sha256:647df7a0f1d33fa04e39f1d38f918236e9983409a07fd9de21b085fc847f0854
+# Corresponds to quay.io/rhoai/odh-training-cuda128-torch28-py312-rhel9:rhoai-3.0
+TEST_TRAINING_CUDA_PYTORCH_28_IMAGE=quay.io/rhoai/odh-training-cuda128-torch28-py312-rhel9@sha256:851f2b31fa418d2eb172ddfa6010851bd5d4f0844d16b2b42a408f2c0b985b86
+# Corresponds to quay.io/rhoai/odh-training-rocm64-torch28-py312-rhel9:rhoai-3.0
+TEST_TRAINING_ROCM_PYTORCH_28_IMAGE=quay.io/rhoai/odh-training-rocm64-torch28-py312-rhel9@sha256:501794be7653f12539fc420394c5ecfa2986109ef71785534e6e068212d07c25
+# Corresponds to quay.io/rhoai/odh-workbench-jupyter-datascience-cpu-py312-rhel9:rhoai-3.0
+NOTEBOOK_IMAGE=quay.io/rhoai/odh-workbench-jupyter-datascience-cpu-py312-rhel9@sha256:d8de3f0ad1a929db26322d3b474469d853daa06173525a82ba8240387950ccd4