diff --git a/backend/go/stablediffusion-ggml/Makefile b/backend/go/stablediffusion-ggml/Makefile
index 4cbf9dcf136e..c1c22680b001 100644
--- a/backend/go/stablediffusion-ggml/Makefile
+++ b/backend/go/stablediffusion-ggml/Makefile
@@ -8,7 +8,7 @@ JOBS?=$(shell nproc --ignore=1)
 
 # stablediffusion.cpp (ggml)
 STABLEDIFFUSION_GGML_REPO?=https://github.com/leejet/stable-diffusion.cpp
-STABLEDIFFUSION_GGML_VERSION?=0ebe6fe118f125665939b27c89f34ed38716bff8
+STABLEDIFFUSION_GGML_VERSION?=710169df5c93d3756bf1fc547512f4724e89c745
 
 CMAKE_ARGS+=-DGGML_MAX_NAME=128
 
diff --git a/backend/go/stablediffusion-ggml/gosd.cpp b/backend/go/stablediffusion-ggml/gosd.cpp
index db51b0b0978a..76889447061f 100644
--- a/backend/go/stablediffusion-ggml/gosd.cpp
+++ b/backend/go/stablediffusion-ggml/gosd.cpp
@@ -1,3 +1,4 @@
+#include "stable-diffusion.h"
 #include <cstdint>
 #define GGML_MAX_NAME 128
 
@@ -23,8 +24,8 @@
 
 // Names of the sampler method, same order as enum sample_method in stable-diffusion.h
 const char* sample_method_str[] = {
-    "default",
     "euler",
+    "euler_a",
     "heun",
     "dpm2",
     "dpm++2s_a",
@@ -35,29 +36,29 @@ const char* sample_method_str[] = {
     "lcm",
     "ddim_trailing",
     "tcd",
-    "euler_a",
 };
 
 static_assert(std::size(sample_method_str) == SAMPLE_METHOD_COUNT, "sample method mismatch");
 
 // Names of the sigma schedule overrides, same order as sample_schedule in stable-diffusion.h
 const char* schedulers[] = {
-    "default",
     "discrete",
     "karras",
     "exponential",
     "ays",
     "gits",
+    "sgm_uniform",
+    "simple",
     "smoothstep",
+    "lcm",
 };
 
-static_assert(std::size(schedulers) == SCHEDULE_COUNT, "schedulers mismatch");
+static_assert(std::size(schedulers) == SCHEDULER_COUNT, "schedulers mismatch");
 
 sd_ctx_t* sd_c;
 // Moved from the context (load time) to generation time params
-scheduler_t scheduler = scheduler_t::DEFAULT;
-
-sample_method_t sample_method;
+scheduler_t scheduler = SCHEDULER_COUNT;
+sample_method_t sample_method = SAMPLE_METHOD_COUNT;
 
 // Copied from the upstream CLI
 static void sd_log_cb(enum sd_log_level_t level, const char* log, void* data) {
@@ -159,26 +160,6 @@ int load_model(const char *model, char *model_path, char* options[], int threads
 
     fprintf(stderr, "parsed options\n");
 
-    int sample_method_found = -1;
-    for (int m = 0; m < SAMPLE_METHOD_COUNT; m++) {
-        if (!strcmp(sampler, sample_method_str[m])) {
-            sample_method_found = m;
-            fprintf(stderr, "Found sampler: %s\n", sampler);
-        }
-    }
-    if (sample_method_found == -1) {
-        fprintf(stderr, "Invalid sample method, default to EULER_A!\n");
-        sample_method_found = sample_method_t::SAMPLE_METHOD_DEFAULT;
-    }
-    sample_method = (sample_method_t)sample_method_found;
-
-    for (int d = 0; d < SCHEDULE_COUNT; d++) {
-        if (!strcmp(scheduler_str, schedulers[d])) {
-            scheduler = (scheduler_t)d;
-            fprintf (stderr, "Found scheduler: %s\n", scheduler_str);
-        }
-    }
-
     fprintf (stderr, "Creating context\n");
     sd_ctx_params_t ctx_params;
     sd_ctx_params_init(&ctx_params);
@@ -208,6 +189,30 @@ int load_model(const char *model, char *model_path, char* options[], int threads
     }
     fprintf (stderr, "Created context: OK\n");
 
+    int sample_method_found = -1;
+    for (int m = 0; m < SAMPLE_METHOD_COUNT; m++) {
+        if (!strcmp(sampler, sample_method_str[m])) {
+            sample_method_found = m;
+            fprintf(stderr, "Found sampler: %s\n", sampler);
+        }
+    }
+    if (sample_method_found == -1) {
+        sample_method_found = sd_get_default_sample_method(sd_ctx);
+        fprintf(stderr, "Invalid sample method, using default: %s\n", sample_method_str[sample_method_found]);
+    }
+    sample_method = (sample_method_t)sample_method_found;
+
+    for (int d = 0; d < SCHEDULER_COUNT; d++) {
+        if (!strcmp(scheduler_str, schedulers[d])) {
+            scheduler = (scheduler_t)d;
+            fprintf (stderr, "Found scheduler: %s\n", scheduler_str);
+        }
+    }
+    if (scheduler == SCHEDULER_COUNT) {
+      scheduler = sd_get_default_scheduler(sd_ctx);
+      fprintf(stderr, "Invalid scheduler, using default: %s\n", schedulers[scheduler]);
+    }
+
     sd_c = sd_ctx;
 
     // Clean up allocated memory