diff --git a/.agents/adding-backends.md b/.agents/adding-backends.md
index 46233469bee1..e775a44927f7 100644
--- a/.agents/adding-backends.md
+++ b/.agents/adding-backends.md
@@ -28,7 +28,7 @@ Add build matrix entries for each platform/GPU type you want to support. Look at
 - CUDA 13 builds: Add after other CUDA 13 builds (e.g., after `gpu-nvidia-cuda-13-chatterbox`)
 
 **Additional build types you may need:**
-- ROCm/HIP: Use `build-type: 'hipblas'` with `base-image: "rocm/dev-ubuntu-24.04:6.4.4"`
+- ROCm/HIP: Use `build-type: 'hipblas'` with `base-image: "rocm/dev-ubuntu-24.04:7.2.1"`
 - Intel/SYCL: Use `build-type: 'intel'` or `build-type: 'sycl_f16'`/`sycl_f32` with `base-image: "intel/oneapi-basekit:2025.3.0-0-devel-ubuntu24.04"`
 - L4T (ARM): Use `build-type: 'l4t'` with `platforms: 'linux/arm64'` and `runs-on: 'ubuntu-24.04-arm'`
 
diff --git a/.agents/building-and-testing.md b/.agents/building-and-testing.md
index 2f5488fa4bbc..9c6b59f1a7e6 100644
--- a/.agents/building-and-testing.md
+++ b/.agents/building-and-testing.md
@@ -10,7 +10,7 @@ Let's say the user wants to build a particular backend for a given platform. For
 - At a minimum we need to set the BUILD_TYPE, BASE_IMAGE build-args
   - Use .github/workflows/backend.yml as a reference it lists the needed args in the `include` job strategy matrix
   - l4t and cublas also requires the CUDA major and minor version
-- You can pretty print a command like `DOCKER_MAKEFLAGS=-j$(nproc --ignore=1) BUILD_TYPE=hipblas BASE_IMAGE=rocm/dev-ubuntu-24.04:6.4.4 make docker-build-coqui`
+- You can pretty print a command like `DOCKER_MAKEFLAGS=-j$(nproc --ignore=1) BUILD_TYPE=hipblas BASE_IMAGE=rocm/dev-ubuntu-24.04:7.2.1 make docker-build-coqui`
 - Unless the user specifies that they want you to run the command, then just print it because not all agent frontends handle long running jobs well and the output may overflow your context
 - The user may say they want to build AMD or ROCM instead of hipblas, or Intel instead of SYCL or NVIDIA insted of l4t or cublas. Ask for confirmation if there is ambiguity.
 - Sometimes the user may need extra parameters to be added to `docker build` (e.g. `--platform` for cross-platform builds or `--progress` to view the full logs), in which case you can generate the `docker build` command directly.
diff --git a/.github/workflows/backend.yml b/.github/workflows/backend.yml
index 978b49121b20..e88495d0bb96 100644
--- a/.github/workflows/backend.yml
+++ b/.github/workflows/backend.yml
@@ -1298,7 +1298,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-rerankers'
             runs-on: 'ubuntu-latest'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "rerankers"
             dockerfile: "./backend/Dockerfile.python"
@@ -1311,7 +1311,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-llama-cpp'
             runs-on: 'ubuntu-latest'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "llama-cpp"
             dockerfile: "./backend/Dockerfile.llama-cpp"
@@ -1324,7 +1324,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-vllm'
             runs-on: 'arc-runner-set'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "vllm"
             dockerfile: "./backend/Dockerfile.python"
@@ -1337,7 +1337,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-vllm-omni'
             runs-on: 'arc-runner-set'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "vllm-omni"
             dockerfile: "./backend/Dockerfile.python"
@@ -1350,7 +1350,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-transformers'
             runs-on: 'arc-runner-set'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "transformers"
             dockerfile: "./backend/Dockerfile.python"
@@ -1363,7 +1363,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-diffusers'
             runs-on: 'arc-runner-set'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "diffusers"
             dockerfile: "./backend/Dockerfile.python"
@@ -1376,7 +1376,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-ace-step'
             runs-on: 'arc-runner-set'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "ace-step"
             dockerfile: "./backend/Dockerfile.python"
@@ -1390,7 +1390,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-kokoro'
             runs-on: 'arc-runner-set'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "kokoro"
             dockerfile: "./backend/Dockerfile.python"
@@ -1403,7 +1403,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-vibevoice'
             runs-on: 'arc-runner-set'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "vibevoice"
             dockerfile: "./backend/Dockerfile.python"
@@ -1416,7 +1416,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-qwen-asr'
             runs-on: 'arc-runner-set'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "qwen-asr"
             dockerfile: "./backend/Dockerfile.python"
@@ -1429,7 +1429,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-nemo'
             runs-on: 'arc-runner-set'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "nemo"
             dockerfile: "./backend/Dockerfile.python"
@@ -1442,7 +1442,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-qwen-tts'
             runs-on: 'arc-runner-set'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "qwen-tts"
             dockerfile: "./backend/Dockerfile.python"
@@ -1455,7 +1455,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-fish-speech'
             runs-on: 'arc-runner-set'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "fish-speech"
             dockerfile: "./backend/Dockerfile.python"
@@ -1468,7 +1468,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-voxcpm'
             runs-on: 'arc-runner-set'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "voxcpm"
             dockerfile: "./backend/Dockerfile.python"
@@ -1481,7 +1481,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-pocket-tts'
             runs-on: 'arc-runner-set'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "pocket-tts"
             dockerfile: "./backend/Dockerfile.python"
@@ -1494,7 +1494,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-faster-whisper'
             runs-on: 'bigger-runner'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "faster-whisper"
             dockerfile: "./backend/Dockerfile.python"
@@ -1507,7 +1507,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-whisperx'
             runs-on: 'bigger-runner'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "whisperx"
             dockerfile: "./backend/Dockerfile.python"
@@ -1520,7 +1520,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-coqui'
             runs-on: 'bigger-runner'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "coqui"
             dockerfile: "./backend/Dockerfile.python"
@@ -2175,7 +2175,7 @@ jobs:
             platforms: 'linux/amd64'
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-whisper'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             runs-on: 'ubuntu-latest'
             skip-drivers: 'false'
             backend: "whisper"
@@ -2254,7 +2254,7 @@ jobs:
             platforms: 'linux/amd64'
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-acestep-cpp'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             runs-on: 'ubuntu-latest'
             skip-drivers: 'false'
             backend: "acestep-cpp"
@@ -2456,7 +2456,7 @@ jobs:
           #   platforms: 'linux/amd64'
           #   tag-latest: 'auto'
           #   tag-suffix: '-gpu-hipblas-rfdetr'
-          #   base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+          #   base-image: "rocm/dev-ubuntu-24.04:7.2.1"
           #   runs-on: 'ubuntu-latest'
           #   skip-drivers: 'false'
           #   backend: "rfdetr"
@@ -2497,7 +2497,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-neutts'
             runs-on: 'arc-runner-set'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "neutts"
             dockerfile: "./backend/Dockerfile.python"
diff --git a/.github/workflows/image-pr.yml b/.github/workflows/image-pr.yml
index f4ec247ae7c3..028bc94537e1 100644
--- a/.github/workflows/image-pr.yml
+++ b/.github/workflows/image-pr.yml
@@ -59,7 +59,7 @@
               platforms: 'linux/amd64'
               tag-latest: 'false'
               tag-suffix: '-hipblas'
-              base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+              base-image: "rocm/dev-ubuntu-24.04:7.2.1"
               grpc-base-image: "ubuntu:24.04"
               runs-on: 'ubuntu-latest'
               makeflags: "--jobs=3 --output-sync=target"
diff --git a/.github/workflows/image.yml b/.github/workflows/image.yml
index 8b672e8976d3..55edb94c3bef 100644
--- a/.github/workflows/image.yml
+++ b/.github/workflows/image.yml
@@ -41,7 +41,7 @@
               platforms: 'linux/amd64'
               tag-latest: 'auto'
               tag-suffix: '-gpu-hipblas'
-              base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+              base-image: "rocm/dev-ubuntu-24.04:7.2.1"
               grpc-base-image: "ubuntu:24.04"
               runs-on: 'ubuntu-latest'
               makeflags: "--jobs=3 --output-sync=target"
diff --git a/backend/Dockerfile.llama-cpp b/backend/Dockerfile.llama-cpp
index 3930d04d4aba..d7be7941c296 100644
--- a/backend/Dockerfile.llama-cpp
+++ b/backend/Dockerfile.llama-cpp
@@ -209,7 +209,11 @@ RUN if [ "${BUILD_TYPE}" = "hipblas" ] && [ "${SKIP_DRIVERS}" = "false" ]; then
         rm -rf /var/lib/apt/lists/* && \
         # I have no idea why, but the ROCM lib packages don't trigger ldconfig after they install, which results in local-ai and others not being able
         # to locate the libraries. We run ldconfig ourselves to work around this packaging deficiency
-        ldconfig \
+        ldconfig && \
+        # Log which GPU architectures have rocBLAS kernel support
+        echo "rocBLAS library data architectures:" && \
+        (ls /opt/rocm*/lib/rocblas/library/Kernels* 2>/dev/null || ls /opt/rocm*/lib64/rocblas/library/Kernels* 2>/dev/null) | grep -oP 'gfx[0-9a-z+-]+' | sort -u || \
+        echo "WARNING: No rocBLAS kernel data found" \
     ; fi
 
 RUN echo "TARGETARCH: $TARGETARCH"
diff --git a/backend/cpp/llama-cpp/Makefile b/backend/cpp/llama-cpp/Makefile
index 3c64918ab31b..afe429eae9c0 100644
--- a/backend/cpp/llama-cpp/Makefile
+++ b/backend/cpp/llama-cpp/Makefile
@@ -33,7 +33,7 @@ else ifeq ($(BUILD_TYPE),hipblas)
 	ROCM_PATH ?= /opt/rocm
 	export CXX=$(ROCM_HOME)/llvm/bin/clang++
 	export CC=$(ROCM_HOME)/llvm/bin/clang
-	AMDGPU_TARGETS?=gfx803,gfx900,gfx906,gfx908,gfx90a,gfx942,gfx1010,gfx1030,gfx1032,gfx1100,gfx1101,gfx1102,gfx1200,gfx1201
+	AMDGPU_TARGETS?=gfx908,gfx90a,gfx942,gfx950,gfx1030,gfx1100,gfx1101,gfx1102,gfx1200,gfx1201
 	CMAKE_ARGS+=-DGGML_HIP=ON -DAMDGPU_TARGETS=$(AMDGPU_TARGETS)
 else ifeq ($(BUILD_TYPE),vulkan)
 	CMAKE_ARGS+=-DGGML_VULKAN=1
diff --git a/backend/cpp/llama-cpp/run.sh b/backend/cpp/llama-cpp/run.sh
index 2f1ff13cf309..553faeb2779f 100755
--- a/backend/cpp/llama-cpp/run.sh
+++ b/backend/cpp/llama-cpp/run.sh
@@ -46,6 +46,10 @@ if [ "$(uname)" == "Darwin" ]; then
 	#export DYLD_FALLBACK_LIBRARY_PATH=$CURDIR/lib:$DYLD_FALLBACK_LIBRARY_PATH
 else
 	export LD_LIBRARY_PATH=$CURDIR/lib:$LD_LIBRARY_PATH
+	# Tell rocBLAS where to find TensileLibrary data (GPU kernel tuning files)
+	if [ -d "$CURDIR/lib/rocblas/library" ]; then
+		export ROCBLAS_TENSILE_LIBPATH=$CURDIR/lib/rocblas/library
+	fi
 fi
 
 # If there is a lib/ld.so, use it
diff --git a/backend/go/sam3-cpp/Makefile b/backend/go/sam3-cpp/Makefile
index 3983b596e217..ed0aa3c6e19c 100644
--- a/backend/go/sam3-cpp/Makefile
+++ b/backend/go/sam3-cpp/Makefile
@@ -26,7 +26,7 @@ else ifeq ($(BUILD_TYPE),hipblas)
 	ROCM_PATH ?= /opt/rocm
 	export CXX=$(ROCM_HOME)/llvm/bin/clang++
 	export CC=$(ROCM_HOME)/llvm/bin/clang
-	AMDGPU_TARGETS?=gfx803,gfx900,gfx906,gfx908,gfx90a,gfx942,gfx1010,gfx1030,gfx1032,gfx1100,gfx1101,gfx1102,gfx1200,gfx1201
+	AMDGPU_TARGETS?=gfx908,gfx90a,gfx942,gfx950,gfx1030,gfx1100,gfx1101,gfx1102,gfx1200,gfx1201
 	CMAKE_ARGS+=-DGGML_HIPBLAS=ON -DAMDGPU_TARGETS=$(AMDGPU_TARGETS)
 else ifeq ($(BUILD_TYPE),vulkan)
 	CMAKE_ARGS+=-DGGML_VULKAN=ON
diff --git a/backend/go/stablediffusion-ggml/Makefile b/backend/go/stablediffusion-ggml/Makefile
index 11c2737d4409..780b7b856842 100644
--- a/backend/go/stablediffusion-ggml/Makefile
+++ b/backend/go/stablediffusion-ggml/Makefile
@@ -32,7 +32,7 @@ else ifeq ($(BUILD_TYPE),hipblas)
 	ROCM_PATH ?= /opt/rocm
 	export CXX=$(ROCM_HOME)/llvm/bin/clang++
 	export CC=$(ROCM_HOME)/llvm/bin/clang
-	AMDGPU_TARGETS?=gfx803,gfx900,gfx906,gfx908,gfx90a,gfx942,gfx1010,gfx1030,gfx1032,gfx1100,gfx1101,gfx1102,gfx1200,gfx1201
+	AMDGPU_TARGETS?=gfx908,gfx90a,gfx942,gfx950,gfx1030,gfx1100,gfx1101,gfx1102,gfx1200,gfx1201
 	CMAKE_ARGS+=-DSD_HIPBLAS=ON -DGGML_HIPBLAS=ON -DAMDGPU_TARGETS=$(AMDGPU_TARGETS)
 else ifeq ($(BUILD_TYPE),vulkan)
 	CMAKE_ARGS+=-DSD_VULKAN=ON -DGGML_VULKAN=ON
diff --git a/backend/python/ace-step/requirements-hipblas.txt b/backend/python/ace-step/requirements-hipblas.txt
index e1c3c0cc21e3..459792279c26 100644
--- a/backend/python/ace-step/requirements-hipblas.txt
+++ b/backend/python/ace-step/requirements-hipblas.txt
@@ -1,5 +1,5 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.4
-torch==2.8.0+rocm6.4
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
+torch==2.10.0+rocm7.0
 torchaudio
 torchvision
 
diff --git a/backend/python/chatterbox/requirements-hipblas.txt b/backend/python/chatterbox/requirements-hipblas.txt
index ed30fb824107..21705a460539 100644
--- a/backend/python/chatterbox/requirements-hipblas.txt
+++ b/backend/python/chatterbox/requirements-hipblas.txt
@@ -1,6 +1,6 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.4
-torch==2.9.1+rocm6.4
-torchaudio==2.9.1+rocm6.4
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
+torch==2.10.0+rocm7.0
+torchaudio==2.10.0+rocm7.0
 transformers
 numpy>=1.24.0,<1.26.0
 # https://github.com/mudler/LocalAI/pull/6240#issuecomment-3329518289
diff --git a/backend/python/common/template/requirements-hipblas.txt b/backend/python/common/template/requirements-hipblas.txt
index b733ec7b148b..ee867992d294 100644
--- a/backend/python/common/template/requirements-hipblas.txt
+++ b/backend/python/common/template/requirements-hipblas.txt
@@ -1,2 +1,2 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.4
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
 torch
\ No newline at end of file
diff --git a/backend/python/coqui/requirements-hipblas.txt b/backend/python/coqui/requirements-hipblas.txt
index 8e7d034591e3..5a3967d34ded 100644
--- a/backend/python/coqui/requirements-hipblas.txt
+++ b/backend/python/coqui/requirements-hipblas.txt
@@ -1,6 +1,6 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.4
-torch==2.8.0+rocm6.4
-torchaudio==2.8.0+rocm6.4
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
+torch==2.10.0+rocm7.0
+torchaudio==2.10.0+rocm7.0
 transformers==4.48.3
 accelerate
 coqui-tts
\ No newline at end of file
diff --git a/backend/python/diffusers/requirements-hipblas.txt b/backend/python/diffusers/requirements-hipblas.txt
index b1f8b3e048c5..712510827b99 100644
--- a/backend/python/diffusers/requirements-hipblas.txt
+++ b/backend/python/diffusers/requirements-hipblas.txt
@@ -1,6 +1,6 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.4
-torch==2.8.0+rocm6.4
-torchvision==0.23.0+rocm6.4
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
+torch==2.10.0+rocm7.0
+torchvision==0.25.0+rocm7.0
 git+https://github.com/huggingface/diffusers
 opencv-python
 transformers
diff --git a/backend/python/faster-whisper/requirements-hipblas.txt b/backend/python/faster-whisper/requirements-hipblas.txt
index da9c9123c0d7..286df8ff893e 100644
--- a/backend/python/faster-whisper/requirements-hipblas.txt
+++ b/backend/python/faster-whisper/requirements-hipblas.txt
@@ -1,3 +1,3 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.4
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
 torch
 faster-whisper
\ No newline at end of file
diff --git a/backend/python/fish-speech/requirements-hipblas.txt b/backend/python/fish-speech/requirements-hipblas.txt
index 81a30d412066..ead3ec07a14c 100644
--- a/backend/python/fish-speech/requirements-hipblas.txt
+++ b/backend/python/fish-speech/requirements-hipblas.txt
@@ -1,3 +1,3 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.3
-torch==2.7.1+rocm6.3
-torchaudio==2.7.1+rocm6.3
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
+torch==2.10.0+rocm7.0
+torchaudio==2.10.0+rocm7.0
diff --git a/backend/python/kokoro/requirements-hipblas.txt b/backend/python/kokoro/requirements-hipblas.txt
index 74262df5c3ce..0ca1352282c9 100644
--- a/backend/python/kokoro/requirements-hipblas.txt
+++ b/backend/python/kokoro/requirements-hipblas.txt
@@ -1,6 +1,6 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.4
-torch==2.8.0+rocm6.4
-torchaudio==2.8.0+rocm6.4
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
+torch==2.10.0+rocm7.0
+torchaudio==2.10.0+rocm7.0
 transformers
 accelerate
 kokoro
diff --git a/backend/python/nemo/requirements-hipblas.txt b/backend/python/nemo/requirements-hipblas.txt
index 21a5d96351d8..355bed861b1a 100644
--- a/backend/python/nemo/requirements-hipblas.txt
+++ b/backend/python/nemo/requirements-hipblas.txt
@@ -1,3 +1,3 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.3
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
 torch
 nemo_toolkit[asr]
diff --git a/backend/python/neutts/requirements-hipblas.txt b/backend/python/neutts/requirements-hipblas.txt
index 72d11e059817..47999c40dd72 100644
--- a/backend/python/neutts/requirements-hipblas.txt
+++ b/backend/python/neutts/requirements-hipblas.txt
@@ -1,5 +1,5 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.4
-torch==2.8.0+rocm6.4
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
+torch==2.10.0+rocm7.0
 transformers==4.56.1
 accelerate
 librosa==0.11.0
diff --git a/backend/python/outetts/requirements-hipblas.txt b/backend/python/outetts/requirements-hipblas.txt
index 1cd505db9bea..086931625eab 100644
--- a/backend/python/outetts/requirements-hipblas.txt
+++ b/backend/python/outetts/requirements-hipblas.txt
@@ -1,5 +1,5 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.4
-torch==2.8.0+rocm6.4
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
+torch==2.10.0+rocm7.0
 accelerate
 llvmlite==0.43.0
 numba==0.60.0
diff --git a/backend/python/pocket-tts/requirements-hipblas.txt b/backend/python/pocket-tts/requirements-hipblas.txt
index b6f9d2fb6a0a..d5c0b1f0ec95 100644
--- a/backend/python/pocket-tts/requirements-hipblas.txt
+++ b/backend/python/pocket-tts/requirements-hipblas.txt
@@ -1,4 +1,4 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.3
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
 pocket-tts
 scipy
-torch==2.7.1+rocm6.3
+torch==2.10.0+rocm7.0
diff --git a/backend/python/qwen-asr/requirements-hipblas.txt b/backend/python/qwen-asr/requirements-hipblas.txt
index 6871f93f585c..83fd16be5c0f 100644
--- a/backend/python/qwen-asr/requirements-hipblas.txt
+++ b/backend/python/qwen-asr/requirements-hipblas.txt
@@ -1,3 +1,3 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.3
-torch==2.7.1+rocm6.3
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
+torch==2.10.0+rocm7.0
 qwen-asr
diff --git a/backend/python/qwen-tts/requirements-hipblas.txt b/backend/python/qwen-tts/requirements-hipblas.txt
index 7c8b8273aa2d..63f47eb7eb9b 100644
--- a/backend/python/qwen-tts/requirements-hipblas.txt
+++ b/backend/python/qwen-tts/requirements-hipblas.txt
@@ -1,5 +1,5 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.3
-torch==2.7.1+rocm6.3
-torchaudio==2.7.1+rocm6.3
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
+torch==2.10.0+rocm7.0
+torchaudio==2.10.0+rocm7.0
 qwen-tts
 sox
diff --git a/backend/python/rerankers/requirements-hipblas.txt b/backend/python/rerankers/requirements-hipblas.txt
index 7a72b3d0650f..3f4a21d9a20d 100644
--- a/backend/python/rerankers/requirements-hipblas.txt
+++ b/backend/python/rerankers/requirements-hipblas.txt
@@ -1,5 +1,5 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.4
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
 transformers
 accelerate
-torch==2.8.0+rocm6.4
+torch==2.10.0+rocm7.0
 rerankers[transformers]
\ No newline at end of file
diff --git a/backend/python/rfdetr/requirements-hipblas.txt b/backend/python/rfdetr/requirements-hipblas.txt
index 884cfba7be46..b8978d1bf3ba 100644
--- a/backend/python/rfdetr/requirements-hipblas.txt
+++ b/backend/python/rfdetr/requirements-hipblas.txt
@@ -1,6 +1,6 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.4
-torch==2.8.0+rocm6.4
-torchvision==0.23.0+rocm6.4
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
+torch==2.10.0+rocm7.0
+torchvision==0.25.0+rocm7.0
 rfdetr
 opencv-python
 accelerate
diff --git a/backend/python/transformers/requirements-hipblas.txt b/backend/python/transformers/requirements-hipblas.txt
index 5460b10b7f80..a5a6ffa30809 100644
--- a/backend/python/transformers/requirements-hipblas.txt
+++ b/backend/python/transformers/requirements-hipblas.txt
@@ -1,5 +1,5 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.4
-torch==2.8.0+rocm6.4
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
+torch==2.10.0+rocm7.0
 accelerate
 transformers>=5.0.0
 llvmlite==0.43.0
diff --git a/backend/python/vibevoice/requirements-hipblas.txt b/backend/python/vibevoice/requirements-hipblas.txt
index 931dd1e0a274..ed54961c12ac 100644
--- a/backend/python/vibevoice/requirements-hipblas.txt
+++ b/backend/python/vibevoice/requirements-hipblas.txt
@@ -1,6 +1,6 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.3
-torch==2.7.1+rocm6.3
-torchvision==0.22.1+rocm6.3
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
+torch==2.10.0+rocm7.0
+torchvision==0.25.0+rocm7.0
 git+https://github.com/huggingface/diffusers
 opencv-python
 transformers>=4.51.3,<5.0.0
diff --git a/backend/python/vllm-omni/requirements-hipblas.txt b/backend/python/vllm-omni/requirements-hipblas.txt
index 426494ec07bd..7233fb441716 100644
--- a/backend/python/vllm-omni/requirements-hipblas.txt
+++ b/backend/python/vllm-omni/requirements-hipblas.txt
@@ -1,4 +1,4 @@
---extra-index-url https://download.pytorch.org/whl/nightly/rocm6.4
+--extra-index-url https://download.pytorch.org/whl/nightly/rocm7.0
 accelerate
 torch
 transformers
diff --git a/backend/python/vllm/requirements-hipblas.txt b/backend/python/vllm/requirements-hipblas.txt
index db732bc864ef..1163f1b647c6 100644
--- a/backend/python/vllm/requirements-hipblas.txt
+++ b/backend/python/vllm/requirements-hipblas.txt
@@ -1,4 +1,4 @@
---extra-index-url https://download.pytorch.org/whl/nightly/rocm6.4
+--extra-index-url https://download.pytorch.org/whl/nightly/rocm7.0
 accelerate
 torch
 transformers
diff --git a/backend/python/voxcpm/requirements-hipblas.txt b/backend/python/voxcpm/requirements-hipblas.txt
index 7541c8149db8..2067df0af91b 100644
--- a/backend/python/voxcpm/requirements-hipblas.txt
+++ b/backend/python/voxcpm/requirements-hipblas.txt
@@ -1,5 +1,5 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.3
-torch==2.7.1+rocm6.3
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
+torch==2.10.0+rocm7.0
 soundfile
 numpy
 voxcpm
diff --git a/backend/python/whisperx/requirements-hipblas.txt b/backend/python/whisperx/requirements-hipblas.txt
index 1600400264e6..1931a382e817 100644
--- a/backend/python/whisperx/requirements-hipblas.txt
+++ b/backend/python/whisperx/requirements-hipblas.txt
@@ -1,3 +1,3 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.4
-torch==2.8.0
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
+torch==2.10.0+rocm7.0
 whisperx @ git+https://github.com/m-bain/whisperX.git
diff --git a/docs/content/features/GPU-acceleration.md b/docs/content/features/GPU-acceleration.md
index aedc4751681d..fc2ecd545dcd 100644
--- a/docs/content/features/GPU-acceleration.md
+++ b/docs/content/features/GPU-acceleration.md
@@ -151,15 +151,15 @@ llama_init_from_file: kv self size  =  512.00 MB
 
 ## ROCM(AMD) acceleration
 
-There are a limited number of tested configurations for ROCm systems however most newer deditated GPU consumer grade devices seem to be supported under the current ROCm6 implementation.
+There are a limited number of tested configurations for ROCm systems however most newer dedicated GPU consumer grade devices seem to be supported under the current ROCm 7 implementation.
 
 Due to the nature of ROCm it is best to run all implementations in containers as this limits the number of packages required for installation on host system, compatibility and package versions for dependencies across all variations of OS must be tested independently if desired, please refer to the [build]({{%relref "installation/build#Acceleration" %}}) documentation.
 
 ### Requirements
 
-- `ROCm 6.x.x` compatible GPU/accelerator
-- OS: `Ubuntu` (22.04, 20.04), `RHEL` (9.3, 9.2, 8.9, 8.8), `SLES` (15.5, 15.4)
-- Installed to host: `amdgpu-dkms` and `rocm` >=6.0.0 as per ROCm documentation.
+- `ROCm 7.x.x` compatible GPU/accelerator
+- OS: `Ubuntu` (24.04, 22.04), `RHEL` (9.x), `SLES` (15.x)
+- Installed to host: `amdgpu-dkms` and `rocm` >=7.0.0 as per ROCm documentation.
 
 ### Recommendations
 
@@ -171,24 +171,23 @@ Due to the nature of ROCm it is best to run all implementations in containers as
 Ongoing verification testing of ROCm compatibility with integrated backends.
 Please note the following list of verified backends and devices.
 
-LocalAI hipblas images are built against the following targets: gfx900,gfx906,gfx908,gfx940,gfx941,gfx942,gfx90a,gfx1030,gfx1031,gfx1100,gfx1101
+LocalAI hipblas images are built against the following targets: gfx908, gfx90a, gfx942, gfx950, gfx1030, gfx1100, gfx1101, gfx1102, gfx1200, gfx1201
 
-If your device is not one of these you must specify the corresponding `GPU_TARGETS` and specify `REBUILD=true`. Otherwise you don't need to specify these in the commands below.
+**Note:** Starting with ROCm 6.4, AMD removed rocBLAS kernel support for older architectures (gfx803, gfx900, gfx906). Since llama.cpp and other backends depend on rocBLAS for matrix operations, these GPUs (e.g. Radeon VII) are no longer supported in pre-built images.
+
+If your device is not one of the above targets, you must specify the corresponding `GPU_TARGETS` and specify `REBUILD=true`. However, rebuilding will not help for architectures that lack rocBLAS kernel support in your ROCm version.
 
 ### Verified
 
-The devices in the following list have been tested with `hipblas` images running `ROCm 6.0.0`
+The devices in the following list have been tested with `hipblas` images.
 
 | Backend | Verified | Devices |
 | ---- | ---- | ---- |
-| llama.cpp | yes | Radeon VII (gfx906) |
-| diffusers | yes | Radeon VII (gfx906) |
-| piper | yes | Radeon VII (gfx906) |
+| llama.cpp | yes | MI100 (gfx908), MI210/250 (gfx90a) |
+| diffusers | yes | MI100 (gfx908), MI210/250 (gfx90a) |
 | whisper | no | none |
 | coqui | no | none |
 | transformers | no | none |
-| sentencetransformers | no | none |
-| transformers-musicgen | no | none |
 | vllm | no | none |
 
 **You can help by expanding this list.**
@@ -196,8 +195,8 @@ The devices in the following list have been tested with `hipblas` images running
 ### System Prep
 
 1. Check your GPU LLVM target is compatible with the version of ROCm. This can be found in the [LLVM Docs](https://llvm.org/docs/AMDGPUUsage.html).
-2. Check which ROCm version is compatible with your LLVM target and your chosen OS (pay special attention to supported kernel versions). See the following for compatibility for ([ROCm 6.0.0](https://rocm.docs.amd.com/projects/install-on-linux/en/docs-6.0.0/reference/system-requirements.html)) or ([ROCm 6.0.2](https://rocm.docs.amd.com/projects/install-on-linux/en/latest/reference/system-requirements.html))
-3. Install you chosen version of the `dkms` and `rocm` (it is recommended that the native package manager be used for this process for any OS as version changes are executed more easily via this method if updates are required). Take care to restart after installing `amdgpu-dkms` and before installing `rocm`, for details regarding this see the installation documentation for your chosen OS ([6.0.2](https://rocm.docs.amd.com/projects/install-on-linux/en/latest/how-to/native-install/index.html) or [6.0.0](https://rocm.docs.amd.com/projects/install-on-linux/en/docs-6.0.0/how-to/native-install/index.html))
+2. Check which ROCm version is compatible with your LLVM target and your chosen OS (pay special attention to supported kernel versions). See the [ROCm compatibility matrix](https://rocm.docs.amd.com/en/latest/compatibility/compatibility-matrix.html).
+3. Install your chosen version of the `dkms` and `rocm` (it is recommended that the native package manager be used for this process for any OS as version changes are executed more easily via this method if updates are required). Take care to restart after installing `amdgpu-dkms` and before installing `rocm`, for details regarding this see the [ROCm installation documentation](https://rocm.docs.amd.com/projects/install-on-linux/en/latest/how-to/native-install/index.html).
 4. Deploy. Yes it's that easy.
 
 #### Setup Example (Docker/containerd)
@@ -212,7 +211,7 @@ The following are examples of the ROCm specific configuration elements required.
       # If your gpu is not already included in the current list of default targets the following build details are required.
       - REBUILD=true
       - BUILD_TYPE=hipblas
-      - GPU_TARGETS=gfx906 # Example for Radeon VII
+      - GPU_TARGETS=gfx1100 # Example for RX 7900 XTX
     devices:
       # AMD GPU only require the following devices be passed through to the container for offloading to occur.
       - /dev/dri
@@ -226,7 +225,7 @@ docker run \
  -e DEBUG=true \
  -e REBUILD=true \
  -e BUILD_TYPE=hipblas \
- -e GPU_TARGETS=gfx906 \
+ -e GPU_TARGETS=gfx1100 \
  --device /dev/dri \
  --device /dev/kfd \
  quay.io/go-skynet/local-ai:master-gpu-hipblas
diff --git a/docs/content/getting-started/troubleshooting.md b/docs/content/getting-started/troubleshooting.md
index dc6ae6668ed4..16dde84dabbb 100644
--- a/docs/content/getting-started/troubleshooting.md
+++ b/docs/content/getting-started/troubleshooting.md
@@ -163,7 +163,7 @@ rocminfo
 docker run --device=/dev/kfd --device=/dev/dri --group-add=video ...
 ```
 
-If your GPU is not in the default target list, open up an Issue. Supported targets include: gfx900, gfx906, gfx908, gfx90a, gfx940, gfx941, gfx942, gfx1030, gfx1031, gfx1100, gfx1101.
+If your GPU is not in the default target list, open up an Issue. Supported targets include: gfx908, gfx90a, gfx942, gfx950, gfx1030, gfx1100, gfx1101, gfx1102, gfx1200, gfx1201.
 
 **Intel (SYCL):**
 
diff --git a/scripts/build/package-gpu-libs.sh b/scripts/build/package-gpu-libs.sh
index 8fc2a59c8599..f1c248b8282d 100755
--- a/scripts/build/package-gpu-libs.sh
+++ b/scripts/build/package-gpu-libs.sh
@@ -198,17 +198,25 @@ package_rocm_libs() {
         fi
     done
 
-    # Copy rocblas library data (tuning files, etc.)
+    # Copy rocblas library data (tuning files, TensileLibrary, etc.)
     local old_nullglob=$(shopt -p nullglob)
     shopt -s nullglob
     local rocm_dirs=(/opt/rocm /opt/rocm-*)
     eval "$old_nullglob"
+    local rocblas_found=false
     for rocm_base in "${rocm_dirs[@]}"; do
-        if [ -d "$rocm_base/lib/rocblas" ]; then
-            mkdir -p "$TARGET_LIB_DIR/rocblas"
-            cp -arfL "$rocm_base/lib/rocblas/"* "$TARGET_LIB_DIR/rocblas/" 2>/dev/null || true
-        fi
+        for lib_subdir in lib lib64; do
+            if [ -d "$rocm_base/$lib_subdir/rocblas" ]; then
+                echo "Found rocblas data at $rocm_base/$lib_subdir/rocblas"
+                mkdir -p "$TARGET_LIB_DIR/rocblas"
+                cp -arfL "$rocm_base/$lib_subdir/rocblas/"* "$TARGET_LIB_DIR/rocblas/" || echo "WARNING: Failed to copy rocblas data from $rocm_base/$lib_subdir/rocblas"
+                rocblas_found=true
+            fi
+        done
     done
+    if [ "$rocblas_found" = false ]; then
+        echo "WARNING: No rocblas library data found in /opt/rocm*/lib{,64}/rocblas"
+    fi
 
     # Copy libomp from LLVM (required for ROCm)
     shopt -s nullglob