diff --git a/include/wlr/types/wlr_buffer.h b/include/wlr/types/wlr_buffer.h
index de3aeec3d..95d5aa51e 100644
--- a/include/wlr/types/wlr_buffer.h
+++ b/include/wlr/types/wlr_buffer.h
@@ -142,7 +142,7 @@ struct wlr_client_buffer {
 	 * The buffer's texture, if any. A buffer will not have a texture if the
 	 * client destroys the buffer before it has been released.
 	 */
-	struct wlr_texture *texture;
+	struct wlr_texture_set *texture_set;
 	/**
 	 * The buffer this client buffer was created from. NULL if destroyed.
 	 */
diff --git a/include/wlr/types/wlr_linux_dmabuf_v1.h b/include/wlr/types/wlr_linux_dmabuf_v1.h
index cf967f952..92106314f 100644
--- a/include/wlr/types/wlr_linux_dmabuf_v1.h
+++ b/include/wlr/types/wlr_linux_dmabuf_v1.h
@@ -63,6 +63,9 @@ struct wlr_linux_dmabuf_v1 {
 
 	int main_device_fd; // to sanity check FDs sent by clients, -1 if unavailable
 
+	// This is only set when the compositor isn't providing a custom renderer.
+	struct wlr_renderer *main_renderer;
+
 	struct wl_listener display_destroy;
 
 	bool (*check_dmabuf_callback)(struct wlr_dmabuf_attributes *attribs, void *data);
diff --git a/types/buffer/client.c b/types/buffer/client.c
index 4cfa57a89..68a233d59 100644
--- a/types/buffer/client.c
+++ b/types/buffer/client.c
@@ -25,7 +25,7 @@ static struct wlr_client_buffer *client_buffer_from_buffer(
 static void client_buffer_destroy(struct wlr_buffer *buffer) {
 	struct wlr_client_buffer *client_buffer = client_buffer_from_buffer(buffer);
 	wl_list_remove(&client_buffer->source_destroy.link);
-	wlr_texture_destroy(client_buffer->texture);
+	wlr_texture_set_destroy(client_buffer->texture_set);
 	free(client_buffer);
 }
 
@@ -56,21 +56,21 @@ static void client_buffer_handle_source_destroy(struct wl_listener *listener,
 
 struct wlr_client_buffer *wlr_client_buffer_create(struct wlr_buffer *buffer,
 		struct wlr_renderer *renderer) {
-	struct wlr_texture *texture = wlr_texture_from_buffer(renderer, buffer);
-	if (texture == NULL) {
+	struct wlr_texture_set *texture_set = wlr_texture_set_from_buffer(renderer, buffer);
+	if (texture_set == NULL) {
 		wlr_log(WLR_ERROR, "Failed to create texture");
 		return NULL;
 	}
 
 	struct wlr_client_buffer *client_buffer = calloc(1, sizeof(*client_buffer));
 	if (client_buffer == NULL) {
-		wlr_texture_destroy(texture);
+		wlr_texture_set_destroy(texture_set);
 		return NULL;
 	}
 	wlr_buffer_init(&client_buffer->base, &client_buffer_impl,
-		texture->width, texture->height);
+		buffer->width, buffer->height);
 	client_buffer->source = buffer;
-	client_buffer->texture = texture;
+	client_buffer->texture_set = texture_set;
 
 	wl_signal_add(&buffer->events.destroy, &client_buffer->source_destroy);
 	client_buffer->source_destroy.notify = client_buffer_handle_source_destroy;
@@ -89,5 +89,5 @@ bool wlr_client_buffer_apply_damage(struct wlr_client_buffer *client_buffer,
 		return false;
 	}
 
-	return wlr_texture_update_from_buffer(client_buffer->texture, next, damage);
+	return wlr_texture_set_update_from_buffer(client_buffer->texture_set, next, damage);
 }
diff --git a/types/scene/wlr_scene.c b/types/scene/wlr_scene.c
index 7e5b31363..f5b992689 100644
--- a/types/scene/wlr_scene.c
+++ b/types/scene/wlr_scene.c
@@ -878,7 +878,8 @@ static struct wlr_texture *scene_buffer_get_texture(
 	struct wlr_client_buffer *client_buffer =
 		wlr_client_buffer_get(scene_buffer->buffer);
 	if (client_buffer != NULL) {
-		return client_buffer->texture;
+		return wlr_texture_set_get_tex_for_renderer(client_buffer->texture_set,
+				renderer);
 	}
 
 	scene_buffer->texture =
diff --git a/types/wlr_compositor.c b/types/wlr_compositor.c
index 791eb77cb..57ca4bfa4 100644
--- a/types/wlr_compositor.c
+++ b/types/wlr_compositor.c
@@ -445,7 +445,11 @@ static void surface_apply_damage(struct wlr_surface *surface) {
 }
 
 static void surface_update_opaque_region(struct wlr_surface *surface) {
-	if (!wlr_surface_has_buffer(surface)) {
+	/*
+	 * The surface's client_buffer may not have a texture imported yet,
+	 * but if it has a texture set it is tracking a valid buffer.
+	 */
+	if (!wlr_surface_has_buffer(surface) || !surface->buffer->texture_set) {
 		pixman_region32_clear(&surface->opaque_region);
 		return;
 	}
@@ -817,7 +821,8 @@ struct wlr_texture *wlr_surface_get_texture(struct wlr_surface *surface) {
 	if (surface->buffer == NULL) {
 		return NULL;
 	}
-	return surface->buffer->texture;
+	return wlr_texture_set_get_tex_for_renderer(surface->buffer->texture_set,
+			surface->renderer);
 }
 
 bool wlr_surface_has_buffer(struct wlr_surface *surface) {
diff --git a/types/wlr_linux_dmabuf_v1.c b/types/wlr_linux_dmabuf_v1.c
index 13e82760c..6c399ba2b 100644
--- a/types/wlr_linux_dmabuf_v1.c
+++ b/types/wlr_linux_dmabuf_v1.c
@@ -211,16 +211,39 @@ static bool check_import_dmabuf(struct wlr_dmabuf_attributes *attribs, void *dat
 		return true;
 	}
 
-	// TODO: check number of planes
-	for (int i = 0; i < attribs->n_planes; i++) {
-		uint32_t handle = 0;
-		if (drmPrimeFDToHandle(linux_dmabuf->main_device_fd, attribs->fd[i], &handle) != 0) {
-			wlr_log_errno(WLR_DEBUG, "Failed to import DMA-BUF FD");
+	/*
+	 * Some compositors will be using this linux dmabuf manager with custom renderers,
+	 * while others will use a wlroots-managed wlr_renderer. When checking if a dmabuf
+	 * is valid for import we should treat these differently. In the first case we just
+	 * need to check if the dmabuf is importable into the DRM device, in the wlroots-managed
+	 * renderer case we should check if this dmabuf can be imported into the renderer.
+	 *
+	 * In the case where we have a wlr_renderer we need to check if a texture set can
+	 * be created in order to handle multi-gpu systems. The texture set will handle ensuring
+	 * that the dmabuf is importable on one GPU in the system, instead of only checking
+	 * the main device.
+	 */
+	if (linux_dmabuf->main_renderer) {
+		struct wlr_texture_set *set=
+			wlr_texture_set_from_dmabuf(linux_dmabuf->main_renderer, attribs);
+		if (!set) {
 			return false;
 		}
-		if (drmCloseBufferHandle(linux_dmabuf->main_device_fd, handle) != 0) {
-			wlr_log_errno(WLR_ERROR, "Failed to close buffer handle");
-			return false;
+		// We can import the image, good. No need to keep it since wlr_surface will
+		// import it again on commit.
+		wlr_texture_set_destroy(set);
+	} else {
+		// TODO: check number of planes
+		for (int i = 0; i < attribs->n_planes; i++) {
+			uint32_t handle = 0;
+			if (drmPrimeFDToHandle(linux_dmabuf->main_device_fd, attribs->fd[i], &handle) != 0) {
+				wlr_log_errno(WLR_DEBUG, "Failed to import DMA-BUF FD");
+				return false;
+			}
+			if (drmCloseBufferHandle(linux_dmabuf->main_device_fd, handle) != 0) {
+				wlr_log_errno(WLR_ERROR, "Failed to close buffer handle");
+				return false;
+			}
 		}
 	}
 	return true;
@@ -1001,6 +1024,9 @@ struct wlr_linux_dmabuf_v1 *wlr_linux_dmabuf_v1_create_with_renderer(struct wl_d
 	struct wlr_linux_dmabuf_v1 *linux_dmabuf =
 		wlr_linux_dmabuf_v1_create(display, version, &feedback);
 	wlr_linux_dmabuf_feedback_v1_finish(&feedback);
+
+	linux_dmabuf->main_renderer = renderer;
+
 	return linux_dmabuf;
 }