diff --git a/backend/go/stablediffusion-ggml/.gitignore b/backend/go/stablediffusion-ggml/.gitignore
index 2dfc6b056191..045cc4512439 100644
--- a/backend/go/stablediffusion-ggml/.gitignore
+++ b/backend/go/stablediffusion-ggml/.gitignore
@@ -2,5 +2,5 @@ package/
 sources/
 .cache/
 build/
-libgosd.so
+*.so
 stablediffusion-ggml
diff --git a/backend/go/stablediffusion-ggml/Makefile b/backend/go/stablediffusion-ggml/Makefile
index da1ec28cd924..e103d6d8de0a 100644
--- a/backend/go/stablediffusion-ggml/Makefile
+++ b/backend/go/stablediffusion-ggml/Makefile
@@ -66,15 +66,18 @@ sources/stablediffusion-ggml.cpp:
 	git checkout $(STABLEDIFFUSION_GGML_VERSION) && \
 	git submodule update --init --recursive --depth 1 --single-branch
 
-libgosd.so: sources/stablediffusion-ggml.cpp CMakeLists.txt gosd.cpp gosd.h
-	mkdir -p build && \
-	cd build && \
-	cmake .. $(CMAKE_ARGS) && \
-	cmake --build . --config Release -j$(JOBS) && \
-	cd .. && \
-	mv build/libgosd.so ./
+# Detect OS
+UNAME_S := $(shell uname -s)
+
+# Only build CPU variants on Linux
+ifeq ($(UNAME_S),Linux)
+	VARIANT_TARGETS = libgosd-avx.so libgosd-avx2.so libgosd-avx512.so libgosd-fallback.so
+else
+	# On non-Linux (e.g., Darwin), build only fallback variant
+	VARIANT_TARGETS = libgosd-fallback.so
+endif
 
-stablediffusion-ggml: main.go gosd.go libgosd.so
+stablediffusion-ggml: main.go gosd.go $(VARIANT_TARGETS)
 	CGO_ENABLED=0 $(GOCMD) build -tags "$(GO_TAGS)" -o stablediffusion-ggml ./
 
 package: stablediffusion-ggml
@@ -82,5 +85,46 @@ package: stablediffusion-ggml
 
 build: package
 
-clean:
-	rm -rf libgosd.so build stablediffusion-ggml package sources
+clean: purge
+	rm -rf libgosd*.so stablediffusion-ggml package sources
+
+purge:
+	rm -rf build*
+
+# Build all variants (Linux only)
+ifeq ($(UNAME_S),Linux)
+libgosd-avx.so: sources/stablediffusion-ggml.cpp
+	$(MAKE) purge
+	$(info ${GREEN}I stablediffusion-ggml build info:avx${RESET})
+	SO_TARGET=libgosd-avx.so CMAKE_ARGS="$(CMAKE_ARGS) -DGGML_AVX=on -DGGML_AVX2=off -DGGML_AVX512=off -DGGML_FMA=off -DGGML_F16C=off -DGGML_BMI2=off" $(MAKE) libgosd-custom
+	rm -rfv build*
+
+libgosd-avx2.so: sources/stablediffusion-ggml.cpp
+	$(MAKE) purge
+	$(info ${GREEN}I stablediffusion-ggml build info:avx2${RESET})
+	SO_TARGET=libgosd-avx2.so CMAKE_ARGS="$(CMAKE_ARGS) -DGGML_AVX=on -DGGML_AVX2=on -DGGML_AVX512=off -DGGML_FMA=on -DGGML_F16C=on -DGGML_BMI2=on" $(MAKE) libgosd-custom
+	rm -rfv build*
+
+libgosd-avx512.so: sources/stablediffusion-ggml.cpp
+	$(MAKE) purge
+	$(info ${GREEN}I stablediffusion-ggml build info:avx512${RESET})
+	SO_TARGET=libgosd-avx512.so CMAKE_ARGS="$(CMAKE_ARGS) -DGGML_AVX=on -DGGML_AVX2=on -DGGML_AVX512=on -DGGML_FMA=on -DGGML_F16C=on -DGGML_BMI2=on" $(MAKE) libgosd-custom
+	rm -rfv build*
+endif
+
+# Build fallback variant (all platforms)
+libgosd-fallback.so: sources/stablediffusion-ggml.cpp
+	$(MAKE) purge
+	$(info ${GREEN}I stablediffusion-ggml build info:fallback${RESET})
+	SO_TARGET=libgosd-fallback.so CMAKE_ARGS="$(CMAKE_ARGS) -DGGML_AVX=off -DGGML_AVX2=off -DGGML_AVX512=off -DGGML_FMA=off -DGGML_F16C=off -DGGML_BMI2=off" $(MAKE) libgosd-custom
+	rm -rfv build*
+
+libgosd-custom: CMakeLists.txt gosd.cpp gosd.h
+	mkdir -p build-$(SO_TARGET) && \
+	cd build-$(SO_TARGET) && \
+	cmake .. $(CMAKE_ARGS) && \
+	cmake --build . --config Release -j$(JOBS) && \
+	cd .. && \
+	mv build-$(SO_TARGET)/libgosd.so ./$(SO_TARGET)
+
+all: stablediffusion-ggml package
\ No newline at end of file
diff --git a/backend/go/stablediffusion-ggml/main.go b/backend/go/stablediffusion-ggml/main.go
index 4f053fbbef94..2181f576439f 100644
--- a/backend/go/stablediffusion-ggml/main.go
+++ b/backend/go/stablediffusion-ggml/main.go
@@ -2,6 +2,7 @@ package main
 
 import (
 	"flag"
+	"os"
 
 	"github.com/ebitengine/purego"
 	grpc "github.com/mudler/LocalAI/pkg/grpc"
@@ -17,7 +18,13 @@ type LibFuncs struct {
 }
 
 func main() {
-	gosd, err := purego.Dlopen("./libgosd.so", purego.RTLD_NOW|purego.RTLD_GLOBAL)
+	// Get library name from environment variable, default to fallback
+	libName := os.Getenv("SD_LIBRARY")
+	if libName == "" {
+		libName = "./libgosd-fallback.so"
+	}
+
+	gosd, err := purego.Dlopen(libName, purego.RTLD_NOW|purego.RTLD_GLOBAL)
 	if err != nil {
 		panic(err)
 	}
diff --git a/backend/go/stablediffusion-ggml/package.sh b/backend/go/stablediffusion-ggml/package.sh
index 34b158c41faa..8006e081ff8b 100755
--- a/backend/go/stablediffusion-ggml/package.sh
+++ b/backend/go/stablediffusion-ggml/package.sh
@@ -11,7 +11,7 @@ REPO_ROOT="${CURDIR}/../../.."
 # Create lib directory
 mkdir -p $CURDIR/package/lib
 
-cp -avf $CURDIR/libgosd.so $CURDIR/package/
+cp -avf $CURDIR/libgosd-*.so $CURDIR/package/
 cp -avf $CURDIR/stablediffusion-ggml $CURDIR/package/
 cp -fv $CURDIR/run.sh $CURDIR/package/
 
diff --git a/backend/go/stablediffusion-ggml/run.sh b/backend/go/stablediffusion-ggml/run.sh
index ab8c576a0843..71342e43b91c 100755
--- a/backend/go/stablediffusion-ggml/run.sh
+++ b/backend/go/stablediffusion-ggml/run.sh
@@ -1,14 +1,52 @@
 #!/bin/bash
 set -ex
 
+# Get the absolute current dir where the script is located
 CURDIR=$(dirname "$(realpath $0)")
 
+cd /
+
+echo "CPU info:"
+if [ "$(uname)" != "Darwin" ]; then
+	grep -e "model\sname" /proc/cpuinfo | head -1
+	grep -e "flags" /proc/cpuinfo | head -1
+fi
+
+LIBRARY="$CURDIR/libgosd-fallback.so"
+
+if [ "$(uname)" != "Darwin" ]; then
+	if grep -q -e "\savx\s" /proc/cpuinfo ; then
+		echo "CPU:    AVX    found OK"
+		if [ -e $CURDIR/libgosd-avx.so ]; then
+			LIBRARY="$CURDIR/libgosd-avx.so"
+		fi
+	fi
+
+	if grep -q -e "\savx2\s" /proc/cpuinfo ; then
+		echo "CPU:    AVX2   found OK"
+		if [ -e $CURDIR/libgosd-avx2.so ]; then
+			LIBRARY="$CURDIR/libgosd-avx2.so"
+		fi
+	fi
+
+	# Check avx 512
+	if grep -q -e "\savx512f\s" /proc/cpuinfo ; then
+		echo "CPU:    AVX512F found OK"
+		if [ -e $CURDIR/libgosd-avx512.so ]; then
+			LIBRARY="$CURDIR/libgosd-avx512.so"
+		fi
+	fi
+fi
+
 export LD_LIBRARY_PATH=$CURDIR/lib:$LD_LIBRARY_PATH
+export SD_LIBRARY=$LIBRARY
 
 # If there is a lib/ld.so, use it
 if [ -f $CURDIR/lib/ld.so ]; then
 	echo "Using lib/ld.so"
+	echo "Using library: $LIBRARY"
 	exec $CURDIR/lib/ld.so $CURDIR/stablediffusion-ggml "$@"
 fi
 
-exec $CURDIR/stablediffusion-ggml "$@"
\ No newline at end of file
+echo "Using library: $LIBRARY"
+exec $CURDIR/stablediffusion-ggml "$@"
diff --git a/backend/go/whisper/Makefile b/backend/go/whisper/Makefile
index 076f9372f8cb..aaf9d909ff85 100644
--- a/backend/go/whisper/Makefile
+++ b/backend/go/whisper/Makefile
@@ -88,19 +88,19 @@ ifeq ($(UNAME_S),Linux)
 libgowhisper-avx.so: sources/whisper.cpp
 	$(MAKE) purge
 	$(info ${GREEN}I whisper build info:avx${RESET})
-	SO_TARGET=libgowhisper-avx.so CMAKE_ARGS="$(CMAKE_ARGS) -DGGML_AVX=on -DGGML_AVX2=off -DGGML_AVX512=off -DGGML_FMA=off -DGGML_F16C=off" $(MAKE) libgowhisper-custom
+	SO_TARGET=libgowhisper-avx.so CMAKE_ARGS="$(CMAKE_ARGS) -DGGML_AVX=on -DGGML_AVX2=off -DGGML_AVX512=off -DGGML_FMA=off -DGGML_F16C=off -DGGML_BMI2=off" $(MAKE) libgowhisper-custom
 	rm -rfv build*
 
 libgowhisper-avx2.so: sources/whisper.cpp
 	$(MAKE) purge
 	$(info ${GREEN}I whisper build info:avx2${RESET})
-	SO_TARGET=libgowhisper-avx2.so CMAKE_ARGS="$(CMAKE_ARGS) -DGGML_AVX=on -DGGML_AVX2=on -DGGML_AVX512=off -DGGML_FMA=on -DGGML_F16C=on" $(MAKE) libgowhisper-custom
+	SO_TARGET=libgowhisper-avx2.so CMAKE_ARGS="$(CMAKE_ARGS) -DGGML_AVX=on -DGGML_AVX2=on -DGGML_AVX512=off -DGGML_FMA=on -DGGML_F16C=on -DGGML_BMI2=on" $(MAKE) libgowhisper-custom
 	rm -rfv build*
 
 libgowhisper-avx512.so: sources/whisper.cpp
 	$(MAKE) purge
 	$(info ${GREEN}I whisper build info:avx512${RESET})
-	SO_TARGET=libgowhisper-avx512.so CMAKE_ARGS="$(CMAKE_ARGS) -DGGML_AVX=on -DGGML_AVX2=off -DGGML_AVX512=on -DGGML_FMA=on -DGGML_F16C=on" $(MAKE) libgowhisper-custom
+	SO_TARGET=libgowhisper-avx512.so CMAKE_ARGS="$(CMAKE_ARGS) -DGGML_AVX=on -DGGML_AVX2=on -DGGML_AVX512=on -DGGML_FMA=on -DGGML_F16C=on -DGGML_BMI2=on" $(MAKE) libgowhisper-custom
 	rm -rfv build*
 endif
 
@@ -108,7 +108,7 @@ endif
 libgowhisper-fallback.so: sources/whisper.cpp
 	$(MAKE) purge
 	$(info ${GREEN}I whisper build info:fallback${RESET})
-	SO_TARGET=libgowhisper-fallback.so CMAKE_ARGS="$(CMAKE_ARGS) -DGGML_AVX=off -DGGML_AVX2=off -DGGML_AVX512=off -DGGML_FMA=off -DGGML_F16C=off" $(MAKE) libgowhisper-custom
+	SO_TARGET=libgowhisper-fallback.so CMAKE_ARGS="$(CMAKE_ARGS) -DGGML_AVX=off -DGGML_AVX2=off -DGGML_AVX512=off -DGGML_FMA=off -DGGML_F16C=off -DGGML_BMI2=off" $(MAKE) libgowhisper-custom
 	rm -rfv build*
 
 libgowhisper-custom: CMakeLists.txt gowhisper.cpp gowhisper.h