diff --git a/app/test-mldev/meson.build b/app/test-mldev/meson.build
index 60ea23d142..b09e1ccc8a 100644
--- a/app/test-mldev/meson.build
+++ b/app/test-mldev/meson.build
@@ -14,6 +14,8 @@ sources = files(
         'parser.c',
         'test_common.c',
         'test_device_ops.c',
+        'test_model_common.c',
+        'test_model_ops.c',
 )
 
 deps += ['mldev']
diff --git a/app/test-mldev/ml_options.c b/app/test-mldev/ml_options.c
index 854d316521..8ffbab7f75 100644
--- a/app/test-mldev/ml_options.c
+++ b/app/test-mldev/ml_options.c
@@ -22,6 +22,7 @@ ml_options_default(struct ml_options *opt)
 	strlcpy(opt->test_name, "device_ops", ML_TEST_NAME_MAX_LEN);
 	opt->dev_id = 0;
 	opt->socket_id = SOCKET_ID_ANY;
+	opt->nb_filelist = 0;
 	opt->debug = false;
 }
 
@@ -58,11 +59,47 @@ ml_parse_socket_id(struct ml_options *opt, const char *arg)
 	return 0;
 }
 
+static int
+ml_parse_models(struct ml_options *opt, const char *arg)
+{
+	const char *delim = ",";
+	char models[PATH_MAX];
+	char *token;
+	int ret = 0;
+
+	strlcpy(models, arg, PATH_MAX);
+
+	token = strtok(models, delim);
+	while (token != NULL) {
+		strlcpy(opt->filelist[opt->nb_filelist].model, token, PATH_MAX);
+		opt->nb_filelist++;
+
+		if (opt->nb_filelist >= ML_TEST_MAX_MODELS) {
+			ml_err("Exceeded model count, max = %d\n", ML_TEST_MAX_MODELS);
+			ret = -EINVAL;
+			break;
+		}
+		token = strtok(NULL, delim);
+	}
+
+	if (opt->nb_filelist == 0) {
+		ml_err("Models list is empty. Need at least one model for the test");
+		ret = -EINVAL;
+	}
+
+	return ret;
+}
+
 static void
 ml_dump_test_options(const char *testname)
 {
 	if (strcmp(testname, "device_ops") == 0)
 		printf("\n");
+
+	if (strcmp(testname, "model_ops") == 0) {
+		printf("\t\t--models           : comma separated list of models\n");
+		printf("\n");
+	}
 }
 
 static void
@@ -84,6 +121,7 @@ static struct option lgopts[] = {
 	{ML_TEST, 1, 0, 0},
 	{ML_DEVICE_ID, 1, 0, 0},
 	{ML_SOCKET_ID, 1, 0, 0},
+	{ML_MODELS, 1, 0, 0},
 	{ML_DEBUG, 0, 0, 0},
 	{ML_HELP, 0, 0, 0},
 	{NULL, 0, 0, 0}};
@@ -97,6 +135,7 @@ ml_opts_parse_long(int opt_idx, struct ml_options *opt)
 		{ML_TEST, ml_parse_test_name},
 		{ML_DEVICE_ID, ml_parse_dev_id},
 		{ML_SOCKET_ID, ml_parse_socket_id},
+		{ML_MODELS, ml_parse_models},
 	};
 
 	for (i = 0; i < RTE_DIM(parsermap); i++) {
diff --git a/app/test-mldev/ml_options.h b/app/test-mldev/ml_options.h
index 6899cc2f88..61e938d2e2 100644
--- a/app/test-mldev/ml_options.h
+++ b/app/test-mldev/ml_options.h
@@ -15,13 +15,19 @@
 #define ML_TEST	     ("test")
 #define ML_DEVICE_ID ("dev_id")
 #define ML_SOCKET_ID ("socket_id")
+#define ML_MODELS    ("models")
 #define ML_DEBUG     ("debug")
 #define ML_HELP	     ("help")
 
+struct ml_filelist {
+	char model[PATH_MAX];
+};
+
 struct ml_options {
 	char test_name[ML_TEST_NAME_MAX_LEN];
 	int16_t dev_id;
 	int socket_id;
+	struct ml_filelist filelist[ML_TEST_MAX_MODELS];
 	uint8_t nb_filelist;
 	bool debug;
 };
diff --git a/app/test-mldev/test_model_common.c b/app/test-mldev/test_model_common.c
new file mode 100644
index 0000000000..b94d46154d
--- /dev/null
+++ b/app/test-mldev/test_model_common.c
@@ -0,0 +1,158 @@
+/* SPDX-License-Identifier: BSD-3-Clause
+ * Copyright (c) 2022 Marvell.
+ */
+
+#include <errno.h>
+
+#include <rte_common.h>
+#include <rte_malloc.h>
+#include <rte_mldev.h>
+
+#include "ml_common.h"
+#include "test_model_common.h"
+
+int
+ml_model_load(struct ml_test *test, struct ml_options *opt, struct ml_model *model, uint16_t fid)
+{
+	struct test_common *t = ml_test_priv(test);
+	struct rte_ml_model_params model_params;
+	FILE *fp;
+	int ret;
+
+	if (model->state == MODEL_LOADED)
+		return 0;
+
+	if (model->state != MODEL_INITIAL)
+		return -EINVAL;
+
+	/* read model binary */
+	fp = fopen(opt->filelist[fid].model, "r");
+	if (fp == NULL) {
+		ml_err("Failed to open model file : %s\n", opt->filelist[fid].model);
+		return -1;
+	}
+
+	fseek(fp, 0, SEEK_END);
+	model_params.size = ftell(fp);
+	fseek(fp, 0, SEEK_SET);
+
+	model_params.addr = rte_malloc_socket("ml_model", model_params.size,
+					      t->dev_info.min_align_size, opt->socket_id);
+	if (model_params.addr == NULL) {
+		ml_err("Failed to allocate memory for model: %s\n", opt->filelist[fid].model);
+		fclose(fp);
+		return -ENOMEM;
+	}
+
+	if (fread(model_params.addr, 1, model_params.size, fp) != model_params.size) {
+		ml_err("Failed to read model file : %s\n", opt->filelist[fid].model);
+		rte_free(model_params.addr);
+		fclose(fp);
+		return -1;
+	}
+	fclose(fp);
+
+	/* load model to device */
+	ret = rte_ml_model_load(opt->dev_id, &model_params, &model->id);
+	if (ret != 0) {
+		ml_err("Failed to load model : %s\n", opt->filelist[fid].model);
+		model->state = MODEL_ERROR;
+		rte_free(model_params.addr);
+		return ret;
+	}
+
+	/* release mz */
+	rte_free(model_params.addr);
+
+	/* get model info */
+	ret = rte_ml_model_info_get(opt->dev_id, model->id, &model->info);
+	if (ret != 0) {
+		ml_err("Failed to get model info : %s\n", opt->filelist[fid].model);
+		return ret;
+	}
+
+	model->state = MODEL_LOADED;
+
+	return 0;
+}
+
+int
+ml_model_unload(struct ml_test *test, struct ml_options *opt, struct ml_model *model, uint16_t fid)
+{
+	struct test_common *t = ml_test_priv(test);
+	int ret;
+
+	RTE_SET_USED(t);
+
+	if (model->state == MODEL_INITIAL)
+		return 0;
+
+	if (model->state != MODEL_LOADED)
+		return -EINVAL;
+
+	/* unload model */
+	ret = rte_ml_model_unload(opt->dev_id, model->id);
+	if (ret != 0) {
+		ml_err("Failed to unload model: %s\n", opt->filelist[fid].model);
+		model->state = MODEL_ERROR;
+		return ret;
+	}
+
+	model->state = MODEL_INITIAL;
+
+	return 0;
+}
+
+int
+ml_model_start(struct ml_test *test, struct ml_options *opt, struct ml_model *model, uint16_t fid)
+{
+	struct test_common *t = ml_test_priv(test);
+	int ret;
+
+	RTE_SET_USED(t);
+
+	if (model->state == MODEL_STARTED)
+		return 0;
+
+	if (model->state != MODEL_LOADED)
+		return -EINVAL;
+
+	/* start model */
+	ret = rte_ml_model_start(opt->dev_id, model->id);
+	if (ret != 0) {
+		ml_err("Failed to start model : %s\n", opt->filelist[fid].model);
+		model->state = MODEL_ERROR;
+		return ret;
+	}
+
+	model->state = MODEL_STARTED;
+
+	return 0;
+}
+
+int
+ml_model_stop(struct ml_test *test, struct ml_options *opt, struct ml_model *model, uint16_t fid)
+{
+	struct test_common *t = ml_test_priv(test);
+	int ret;
+
+	RTE_SET_USED(t);
+
+	if (model->state == MODEL_LOADED)
+		return 0;
+
+	if (model->state != MODEL_STARTED)
+		return -EINVAL;
+
+	/* stop model */
+	ret = rte_ml_model_stop(opt->dev_id, model->id);
+	if (ret != 0) {
+		ml_err("Failed to stop model: %s\n", opt->filelist[fid].model);
+		model->state = MODEL_ERROR;
+		return ret;
+	}
+
+	model->state = MODEL_LOADED;
+
+	return 0;
+}
diff --git a/app/test-mldev/test_model_common.h b/app/test-mldev/test_model_common.h
new file mode 100644
index 0000000000..74aec0a797
--- /dev/null
+++ b/app/test-mldev/test_model_common.h
@@ -0,0 +1,34 @@
+/* SPDX-License-Identifier: BSD-3-Clause
+ * Copyright (c) 2022 Marvell.
+ */
+
+#ifndef _ML_TEST_MODEL_COMMON_
+#define _ML_TEST_MODEL_COMMON_
+
+#include <rte_mldev.h>
+
+#include "test_common.h"
+
+enum model_state {
+	MODEL_INITIAL,
+	MODEL_LOADED,
+	MODEL_STARTED,
+	MODEL_ERROR,
+};
+
+struct ml_model {
+	uint16_t id;
+	struct rte_ml_model_info info;
+	enum model_state state;
+};
+
+int ml_model_load(struct ml_test *test, struct ml_options *opt, struct ml_model *model,
+		  uint16_t fid);
+int ml_model_unload(struct ml_test *test, struct ml_options *opt, struct ml_model *model,
+		    uint16_t fid);
+int ml_model_start(struct ml_test *test, struct ml_options *opt, struct ml_model *model,
+		   uint16_t fid);
+int ml_model_stop(struct ml_test *test, struct ml_options *opt, struct ml_model *model,
+		  uint16_t fid);
+
+#endif /* _ML_TEST_MODEL_COMMON_ */
diff --git a/app/test-mldev/test_model_ops.c b/app/test-mldev/test_model_ops.c
new file mode 100644
index 0000000000..0202b31190
--- /dev/null
+++ b/app/test-mldev/test_model_ops.c
@@ -0,0 +1,428 @@
+/* SPDX-License-Identifier: BSD-3-Clause
+ * Copyright (c) 2022 Marvell.
+ */
+
+#include <unistd.h>
+
+#include <rte_common.h>
+#include <rte_malloc.h>
+#include <rte_mldev.h>
+
+#include "test_model_ops.h"
+
+static bool
+test_model_ops_cap_check(struct ml_options *opt)
+{
+	if (!ml_test_cap_check(opt))
+		return false;
+
+	return true;
+}
+
+static int
+test_model_ops_opt_check(struct ml_options *opt)
+{
+	uint32_t i;
+	int ret;
+
+	/* check common opts */
+	ret = ml_test_opt_check(opt);
+	if (ret != 0)
+		return ret;
+
+	/* check model file availability */
+	for (i = 0; i < opt->nb_filelist; i++) {
+		if (access(opt->filelist[i].model, F_OK) == -1) {
+			ml_err("Model file not available: id = %u, file = %s", i,
+			       opt->filelist[i].model);
+			return -ENOENT;
+		}
+	}
+
+	return 0;
+}
+
+static void
+test_model_ops_opt_dump(struct ml_options *opt)
+{
+	uint32_t i;
+
+	/* dump common opts */
+	ml_test_opt_dump(opt);
+
+	/* dump test specific opts */
+	ml_dump_begin("models");
+	for (i = 0; i < opt->nb_filelist; i++)
+		ml_dump_list("model", i, opt->filelist[i].model);
+	ml_dump_end;
+}
+
+static int
+test_model_ops_setup(struct ml_test *test, struct ml_options *opt)
+{
+	struct test_model_ops *t;
+	void *test_model_ops;
+	int ret = 0;
+	uint32_t i;
+
+	/* allocate model ops test structure */
+	test_model_ops = rte_zmalloc_socket(test->name, sizeof(struct test_model_ops),
+					    RTE_CACHE_LINE_SIZE, opt->socket_id);
+	if (test_model_ops == NULL) {
+		ml_err("Failed to allocate memory for test_model");
+		ret = -ENOMEM;
+		goto error;
+	}
+	test->test_priv = test_model_ops;
+	t = ml_test_priv(test);
+
+	t->cmn.result = ML_TEST_FAILED;
+	t->cmn.opt = opt;
+
+	/* get device info */
+	ret = rte_ml_dev_info_get(opt->dev_id, &t->cmn.dev_info);
+	if (ret < 0) {
+		ml_err("Failed to get device info");
+		goto error;
+	}
+
+	/* set model initial state */
+	for (i = 0; i < opt->nb_filelist; i++)
+		t->model[i].state = MODEL_INITIAL;
+
+	return 0;
+
+error:
+	if (test_model_ops != NULL)
+		rte_free(test_model_ops);
+
+	return ret;
+}
+
+static void
+test_model_ops_destroy(struct ml_test *test, struct ml_options *opt)
+{
+	struct test_model_ops *t;
+
+	RTE_SET_USED(opt);
+
+	t = ml_test_priv(test);
+	if (t != NULL)
+		rte_free(t);
+}
+
+static int
+test_model_ops_mldev_setup(struct ml_test *test, struct ml_options *opt)
+{
+	int ret;
+
+	ret = ml_test_device_configure(test, opt);
+	if (ret != 0)
+		return ret;
+
+	ret = ml_test_device_start(test, opt);
+	if (ret != 0)
+		goto error;
+
+	return 0;
+
+error:
+	ml_test_device_close(test, opt);
+
+	return ret;
+}
+
+static int
+test_model_ops_mldev_destroy(struct ml_test *test, struct ml_options *opt)
+{
+	int ret;
+
+	ret = ml_test_device_stop(test, opt);
+	if (ret != 0)
+		goto error;
+
+	ret = ml_test_device_close(test, opt);
+	if (ret != 0)
+		return ret;
+
+	return 0;
+
+error:
+	ml_test_device_close(test, opt);
+
+	return ret;
+}
+
+/* Sub-test A: (load -> start -> stop -> unload) x n */
+static int
+test_model_ops_subtest_a(struct ml_test *test, struct ml_options *opt)
+{
+	struct test_model_ops *t;
+	int ret = 0;
+	uint32_t i;
+
+	t = ml_test_priv(test);
+
+	/* load + start + stop + unload */
+	for (i = 0; i < opt->nb_filelist; i++) {
+		ret = ml_model_load(test, opt, &t->model[i], i);
+		if (ret != 0)
+			goto error;
+
+		ret = ml_model_start(test, opt, &t->model[i], i);
+		if (ret != 0)
+			goto error;
+
+		ret = ml_model_stop(test, opt, &t->model[i], i);
+		if (ret != 0)
+			goto error;
+
+		ret = ml_model_unload(test, opt, &t->model[i], i);
+		if (ret != 0)
+			goto error;
+	}
+
+error:
+	for (i = 0; i < opt->nb_filelist; i++)
+		ml_model_stop(test, opt, &t->model[i], i);
+
+	for (i = 0; i < opt->nb_filelist; i++)
+		ml_model_unload(test, opt, &t->model[i], i);
+
+	return ret;
+}
+
+/* Sub-test B: load x n -> start x n -> stop x n -> unload x n */
+static int
+test_model_ops_subtest_b(struct ml_test *test, struct ml_options *opt)
+{
+	struct test_model_ops *t;
+	int ret = 0;
+	uint32_t i;
+
+	t = ml_test_priv(test);
+
+	/* load */
+	for (i = 0; i < opt->nb_filelist; i++) {
+		ret = ml_model_load(test, opt, &t->model[i], i);
+		if (ret != 0)
+			goto error;
+	}
+
+	/* start */
+	for (i = 0; i < opt->nb_filelist; i++) {
+		ret = ml_model_start(test, opt, &t->model[i], i);
+		if (ret != 0)
+			goto error;
+	}
+
+	/* stop */
+	for (i = 0; i < opt->nb_filelist; i++) {
+		ret = ml_model_stop(test, opt, &t->model[i], i);
+		if (ret != 0)
+			goto error;
+	}
+
+	/* unload */
+	for (i = 0; i < opt->nb_filelist; i++) {
+		ret = ml_model_unload(test, opt, &t->model[i], i);
+		if (ret != 0)
+			goto error;
+	}
+
+	return 0;
+
+error:
+	for (i = 0; i < opt->nb_filelist; i++)
+		ml_model_stop(test, opt, &t->model[i], i);
+
+	for (i = 0; i < opt->nb_filelist; i++)
+		ml_model_unload(test, opt, &t->model[i], i);
+
+	return ret;
+}
+
+/* Sub-test C: load x n + (start  + stop) x n + unload x n */
+static int
+test_model_ops_subtest_c(struct ml_test *test, struct ml_options *opt)
+{
+	struct test_model_ops *t;
+	int ret = 0;
+	uint32_t i;
+
+	t = ml_test_priv(test);
+
+	/* load */
+	for (i = 0; i < opt->nb_filelist; i++) {
+		ret = ml_model_load(test, opt, &t->model[i], i);
+		if (ret != 0)
+			goto error;
+	}
+
+	/* start + stop */
+	for (i = 0; i < opt->nb_filelist; i++) {
+		ret = ml_model_start(test, opt, &t->model[i], i);
+		if (ret != 0)
+			goto error;
+
+		ret = ml_model_stop(test, opt, &t->model[i], i);
+		if (ret != 0)
+			goto error;
+	}
+
+	/* unload */
+	for (i = 0; i < opt->nb_filelist; i++) {
+		ret = ml_model_unload(test, opt, &t->model[i], i);
+		if (ret != 0)
+			goto error;
+	}
+
+	return 0;
+
+error:
+	for (i = 0; i < opt->nb_filelist; i++)
+		ml_model_stop(test, opt, &t->model[i], i);
+
+	for (i = 0; i < opt->nb_filelist; i++)
+		ml_model_unload(test, opt, &t->model[i], i);
+
+	return ret;
+}
+
+/* Sub-test D: (load + start) x n -> (stop + unload) x n */
+static int
+test_model_ops_subtest_d(struct ml_test *test, struct ml_options *opt)
+{
+	struct test_model_ops *t;
+	int ret = 0;
+	uint32_t i;
+
+	t = ml_test_priv(test);
+
+	/* load + start */
+	for (i = 0; i < opt->nb_filelist; i++) {
+		ret = ml_model_load(test, opt, &t->model[i], i);
+		if (ret != 0)
+			goto error;
+
+		ret = ml_model_start(test, opt, &t->model[i], i);
+		if (ret != 0)
+			goto error;
+	}
+
+	/* stop + unload */
+	for (i = 0; i < opt->nb_filelist; i++) {
+		ret = ml_model_stop(test, opt, &t->model[i], i);
+		if (ret != 0)
+			goto error;
+
+		ret = ml_model_unload(test, opt, &t->model[i], i);
+		if (ret != 0)
+			goto error;
+	}
+
+	return 0;
+
+error:
+	for (i = 0; i < opt->nb_filelist; i++)
+		ml_model_stop(test, opt, &t->model[i], i);
+
+	for (i = 0; i < opt->nb_filelist; i++)
+		ml_model_unload(test, opt, &t->model[i], i);
+
+	return ret;
+}
+
+static int
+test_model_ops_driver(struct ml_test *test, struct ml_options *opt)
+{
+	struct test_model_ops *t;
+	int ret = 0;
+
+	t = ml_test_priv(test);
+
+	/* device setup */
+	ret = test_model_ops_mldev_setup(test, opt);
+	if (ret != 0)
+		return ret;
+
+	printf("\n");
+
+	/* sub-test A */
+	ret = test_model_ops_subtest_a(test, opt);
+	if (ret != 0) {
+		printf("Model Ops Sub-test A: " CLRED "%s" CLNRM "\n", "Failed");
+		goto error;
+	} else {
+		printf("Model Ops Sub-test A: " CLYEL "%s" CLNRM "\n", "Passed");
+	}
+
+	/* sub-test B */
+	ret = test_model_ops_subtest_b(test, opt);
+	if (ret != 0) {
+		printf("Model Ops Sub-test B: " CLRED "%s" CLNRM "\n", "Failed");
+		goto error;
+	} else {
+		printf("Model Ops Sub-test B: " CLYEL "%s" CLNRM "\n", "Passed");
+	}
+
+	/* sub-test C */
+	ret = test_model_ops_subtest_c(test, opt);
+	if (ret != 0) {
+		printf("Model Ops Sub-test C: " CLRED "%s" CLNRM "\n", "Failed");
+		goto error;
+	} else {
+		printf("Model Ops Sub-test C: " CLYEL "%s" CLNRM "\n", "Passed");
+	}
+
+	/* sub-test D */
+	ret = test_model_ops_subtest_d(test, opt);
+	if (ret != 0) {
+		printf("Model Ops Sub-test D: " CLRED "%s" CLNRM "\n", "Failed");
+		goto error;
+	} else {
+		printf("Model Ops Sub-test D: " CLYEL "%s" CLNRM "\n", "Passed");
+	}
+
+	printf("\n");
+
+	/* device destroy */
+	ret = test_model_ops_mldev_destroy(test, opt);
+	if (ret != 0)
+		return ret;
+
+	t->cmn.result = ML_TEST_SUCCESS;
+
+	return 0;
+
+error:
+	test_model_ops_mldev_destroy(test, opt);
+
+	t->cmn.result = ML_TEST_FAILED;
+
+	return ret;
+}
+
+static int
+test_model_ops_result(struct ml_test *test, struct ml_options *opt)
+{
+	struct test_model_ops *t;
+
+	RTE_SET_USED(opt);
+
+	t = ml_test_priv(test);
+
+	return t->cmn.result;
+}
+
+static const struct ml_test_ops model_ops = {
+	.cap_check = test_model_ops_cap_check,
+	.opt_check = test_model_ops_opt_check,
+	.opt_dump = test_model_ops_opt_dump,
+	.test_setup = test_model_ops_setup,
+	.test_destroy = test_model_ops_destroy,
+	.test_driver = test_model_ops_driver,
+	.test_result = test_model_ops_result,
+};
+
+ML_TEST_REGISTER(model_ops);
diff --git a/app/test-mldev/test_model_ops.h b/app/test-mldev/test_model_ops.h
new file mode 100644
index 0000000000..c21f12b788
--- /dev/null
+++ b/app/test-mldev/test_model_ops.h
@@ -0,0 +1,20 @@
+/* SPDX-License-Identifier: BSD-3-Clause
+ * Copyright (c) 2022 Marvell.
+ */
+
+#ifndef _ML_TEST_MODEL_OPS_
+#define _ML_TEST_MODEL_OPS_
+
+#include <rte_common.h>
+
+#include "test_model_common.h"
+
+struct test_model_ops {
+	/* common data */
+	struct test_common cmn;
+
+	/* test specific data */
+	struct ml_model model[ML_TEST_MAX_MODELS];
+} __rte_cache_aligned;
+
+#endif /* _ML_TEST_MODEL_OPS_ */
diff --git a/doc/guides/tools/img/mldev_model_ops_subtest_a.svg b/doc/guides/tools/img/mldev_model_ops_subtest_a.svg
new file mode 100644
index 0000000000..ed12cc5a05
--- /dev/null
+++ b/doc/guides/tools/img/mldev_model_ops_subtest_a.svg
@@ -0,0 +1,420 @@
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diff --git a/doc/guides/tools/testmldev.rst b/doc/guides/tools/testmldev.rst
index 1771c49fb4..b8a2a16ca2 100644
--- a/doc/guides/tools/testmldev.rst
+++ b/doc/guides/tools/testmldev.rst
@@ -44,13 +44,17 @@ The following are the command-line options supported by the test application.
 
 * ``--test <name>``
 
-        Name of the test to execute. ML tests supported include device tests. Test name should be
-        one of the following supported tests.
+        Name of the test to execute. ML tests are divided into two groups, Device and Model
+        tests. Test name should be one of the following supported tests.
 
       **ML Device Tests** ::
 
          device_ops
 
+      **ML Model Tests** ::
+
+         model_ops
+
 * ``--dev_id <n>``
 
         Set the device id of the ML device to be used for the test. Default value is `0`.
@@ -59,6 +63,12 @@ The following are the command-line options supported by the test application.
 
         Set the socket id of the application resources. Default value is `SOCKET_ID_ANY`.
 
+* ``--models <model_list>``
+
+        Set the list of model files to be used for the tests. Application expects the
+        ``model_list`` in comma separated form (i.e. ``--models model_A.bin,model_B.bin``).
+        Maximum number of models supported by the test is ``8``.
+
 * ``--debug``
 
         Enable the tests to run in debug mode.
@@ -103,6 +113,89 @@ Command to run device_ops test:
         --test=device_ops
 
 
+ML Model Tests
+-------------------------
+
+Model tests are functional tests to validate ML model APIs. Model tests validate the functioning
+of APIs to load, start, stop and unload ML models.
+
+
+Application Options
+~~~~~~~~~~~~~~~~~~~
+
+Supported command line options for the `model_ops` test are following::
+
+        --debug
+        --test
+        --dev_id
+        --socket_id
+        --models
+
+
+List of model files to be used for the `model_ops` test can be specified through the option
+``--models <model_list>`` as a comma separated list. Maximum number of models supported in
+the test is `8`.
+
+.. Note::
+
+    * The ``--models <model_list>`` is a mandatory option for running this test.
+    * Options not supported by the test are ignored if specified.
+
+
+MODEL_OPS Test
+~~~~~~~~~~~~~~
+
+The test is a collection of multiple sub-tests, each with a different order of slow-path
+operations when handling with `N` number of models.
+
+
+**Sub-test A:** executes the sequence of load / start / stop / unload for a model in order,
+followed by next model.
+.. _figure_mldev_model_ops_subtest_a:
+
+.. figure:: img/mldev_model_ops_subtest_a.*
+
+   Execution sequence of model_ops subtest A.
+
+
+**Sub-test B:** executes load for all models, followed by a start for all models. Upon successful
+start of all models, stop is invoked for all models followed by unload.
+.. _figure_mldev_model_ops_subtest_b:
+
+.. figure:: img/mldev_model_ops_subtest_b.*
+
+   Execution sequence of model_ops subtest B.
+
+
+**Sub-test C:** loads all models, followed by a start and stop of all models in order. Upon
+completion of stop, unload is invoked for all models.
+.. _figure_mldev_model_ops_subtest_c:
+
+.. figure:: img/mldev_model_ops_subtest_c.*
+
+   Execution sequence of model_ops subtest C.
+
+
+**Sub-test D:** executes load and start for all models available. Upon successful start of all
+models, stop and stop is executed for the models.
+.. _figure_mldev_model_ops_subtest_d:
+
+.. figure:: img/mldev_model_ops_subtest_d.*
+
+   Execution sequence of model_ops subtest D.
+
+
+Example
+^^^^^^^
+
+Command to run model_ops test:
+
+.. code-block:: console
+
+    sudo <build_dir>/app/dpdk-test-mldev -c 0xf -a <PCI_ID> -- \
+        --test=model_ops --models model_1.bin,model_2.bin,model_3.bin, model_4.bin
+
+
 Debug mode
 ----------
 
