diff --git a/drivers/ml/cnxk/cn10k_ml_model.c b/drivers/ml/cnxk/cn10k_ml_model.c
index 6f803ce6a5..72b52fce8d 100644
--- a/drivers/ml/cnxk/cn10k_ml_model.c
+++ b/drivers/ml/cnxk/cn10k_ml_model.c
@@ -199,3 +199,91 @@ cn10k_ml_model_metadata_update(struct cn10k_ml_model_metadata *metadata)
 			cn10k_ml_io_type_map(metadata->output[i].model_output_type);
 	}
 }
+
+void
+cn10k_ml_model_addr_update(struct cn10k_ml_model *model, uint8_t *buffer, uint8_t *base_dma_addr)
+{
+	struct cn10k_ml_model_metadata *metadata;
+	struct cn10k_ml_model_addr *addr;
+	size_t model_data_size;
+	uint8_t *dma_addr_load;
+	uint8_t *dma_addr_run;
+	uint8_t i;
+	int fpos;
+
+	metadata = &model->metadata;
+	addr = &model->addr;
+	model_data_size = metadata->init_model.file_size + metadata->main_model.file_size +
+			  metadata->finish_model.file_size + metadata->weights_bias.file_size;
+
+	/* Base address */
+	addr->base_dma_addr_load = base_dma_addr;
+	addr->base_dma_addr_run = PLT_PTR_ADD(addr->base_dma_addr_load, model_data_size);
+
+	/* Init Section */
+	dma_addr_load = addr->base_dma_addr_load;
+	dma_addr_run = addr->base_dma_addr_run;
+	fpos = sizeof(struct cn10k_ml_model_metadata);
+	addr->init_load_addr = dma_addr_load;
+	addr->init_run_addr = dma_addr_run;
+	memcpy(dma_addr_load, PLT_PTR_ADD(buffer, fpos), metadata->init_model.file_size);
+
+	/* Main Section */
+	dma_addr_load += metadata->init_model.file_size;
+	dma_addr_run += metadata->init_model.file_size;
+	fpos += metadata->init_model.file_size;
+	addr->main_load_addr = dma_addr_load;
+	addr->main_run_addr = dma_addr_run;
+	memcpy(dma_addr_load, PLT_PTR_ADD(buffer, fpos), metadata->main_model.file_size);
+
+	/* Finish Section */
+	dma_addr_load += metadata->main_model.file_size;
+	dma_addr_run += metadata->main_model.file_size;
+	fpos += metadata->main_model.file_size;
+	addr->finish_load_addr = dma_addr_load;
+	addr->finish_run_addr = dma_addr_run;
+	memcpy(dma_addr_load, PLT_PTR_ADD(buffer, fpos), metadata->finish_model.file_size);
+
+	/* Weights & Bias Section*/
+	dma_addr_load += metadata->finish_model.file_size;
+	fpos += metadata->finish_model.file_size;
+	addr->wb_base_addr = PLT_PTR_SUB(dma_addr_load, metadata->weights_bias.mem_offset);
+	addr->wb_load_addr = PLT_PTR_ADD(addr->wb_base_addr, metadata->weights_bias.mem_offset);
+	memcpy(addr->wb_load_addr, PLT_PTR_ADD(buffer, fpos), metadata->weights_bias.file_size);
+
+	/* Inputs */
+	addr->total_input_sz_d = 0;
+	addr->total_input_sz_q = 0;
+	for (i = 0; i < metadata->model.num_input; i++) {
+		addr->input[i].nb_elements =
+			model->metadata.input[i].shape.w * model->metadata.input[i].shape.x *
+			model->metadata.input[i].shape.y * model->metadata.input[i].shape.z;
+		addr->input[i].sz_d = addr->input[i].nb_elements *
+				      ml_io_type_size_get(metadata->input[i].input_type);
+		addr->input[i].sz_q = addr->input[i].nb_elements *
+				      ml_io_type_size_get(metadata->input[i].model_input_type);
+		addr->total_input_sz_d += addr->input[i].sz_d;
+		addr->total_input_sz_q += addr->input[i].sz_q;
+
+		plt_ml_dbg("model_id = %d, input[%u] - w:%u x:%u y:%u z:%u, sz_d = %u sz_q = %u",
+			   model->model_id, i, metadata->input[i].shape.w,
+			   metadata->input[i].shape.x, metadata->input[i].shape.y,
+			   metadata->input[i].shape.z, addr->input[i].sz_d, addr->input[i].sz_q);
+	}
+
+	/* Outputs */
+	addr->total_output_sz_q = 0;
+	addr->total_output_sz_d = 0;
+	for (i = 0; i < metadata->model.num_output; i++) {
+		addr->output[i].nb_elements = metadata->output[i].size;
+		addr->output[i].sz_d = addr->output[i].nb_elements *
+				       ml_io_type_size_get(metadata->output[i].output_type);
+		addr->output[i].sz_q = addr->output[i].nb_elements *
+				       ml_io_type_size_get(metadata->output[i].model_output_type);
+		addr->total_output_sz_q += addr->output[i].sz_q;
+		addr->total_output_sz_d += addr->output[i].sz_d;
+
+		plt_ml_dbg("model_id = %d, output[%u] - sz_d = %u, sz_q = %u", model->model_id, i,
+			   addr->output[i].sz_d, addr->output[i].sz_q);
+	}
+}
diff --git a/drivers/ml/cnxk/cn10k_ml_model.h b/drivers/ml/cnxk/cn10k_ml_model.h
index eb031c6fb2..02a119cdd8 100644
--- a/drivers/ml/cnxk/cn10k_ml_model.h
+++ b/drivers/ml/cnxk/cn10k_ml_model.h
@@ -325,6 +325,81 @@ struct cn10k_ml_model_metadata {
 	uint8_t reserved3[16];
 };
 
+/* Model address structure */
+struct cn10k_ml_model_addr {
+	/* Base DMA address for load */
+	void *base_dma_addr_load;
+
+	/* Base DMA address for run */
+	void *base_dma_addr_run;
+
+	/* Init section load address */
+	void *init_load_addr;
+
+	/* Init section run address */
+	void *init_run_addr;
+
+	/* Main section load address */
+	void *main_load_addr;
+
+	/* Main section run address */
+	void *main_run_addr;
+
+	/* Finish section load address */
+	void *finish_load_addr;
+
+	/* Finish section run address */
+	void *finish_run_addr;
+
+	/* Weights and Bias base address */
+	void *wb_base_addr;
+
+	/* Weights and bias load address */
+	void *wb_load_addr;
+
+	/* Start tile */
+	uint8_t tile_start;
+
+	/* End tile */
+	uint8_t tile_end;
+
+	/* Input address and size */
+	struct {
+		/* Number of elements */
+		uint32_t nb_elements;
+
+		/* Dequantized input size */
+		uint32_t sz_d;
+
+		/* Quantized input size */
+		uint32_t sz_q;
+	} input[MRVL_ML_INPUT_OUTPUT_SIZE];
+
+	/* Output address and size */
+	struct {
+		/* Number of elements */
+		uint32_t nb_elements;
+
+		/* Dequantize output size */
+		uint32_t sz_d;
+
+		/* Quantized output size */
+		uint32_t sz_q;
+	} output[MRVL_ML_INPUT_OUTPUT_SIZE];
+
+	/* Total size of quantized input */
+	uint32_t total_input_sz_q;
+
+	/* Total size of dequantized input */
+	uint32_t total_input_sz_d;
+
+	/* Total size of quantized output */
+	uint32_t total_output_sz_q;
+
+	/* Total size of dequantized output */
+	uint32_t total_output_sz_d;
+};
+
 /* ML Model Object */
 struct cn10k_ml_model {
 	/* Device reference */
@@ -342,6 +417,9 @@ struct cn10k_ml_model {
 	/* Model metadata */
 	struct cn10k_ml_model_metadata metadata;
 
+	/* Model address structure */
+	struct cn10k_ml_model_addr addr;
+
 	/* Model lock, used to update model state */
 	plt_spinlock_t lock;
 
@@ -351,5 +429,7 @@ struct cn10k_ml_model {
 
 int cn10k_ml_model_metadata_check(uint8_t *buffer, uint64_t size);
 void cn10k_ml_model_metadata_update(struct cn10k_ml_model_metadata *metadata);
+void cn10k_ml_model_addr_update(struct cn10k_ml_model *model, uint8_t *buffer,
+				uint8_t *base_dma_addr);
 
 #endif /* _CN10K_ML_MODEL_H_ */
diff --git a/drivers/ml/cnxk/cn10k_ml_ops.c b/drivers/ml/cnxk/cn10k_ml_ops.c
index 171428794e..6bf365d185 100644
--- a/drivers/ml/cnxk/cn10k_ml_ops.c
+++ b/drivers/ml/cnxk/cn10k_ml_ops.c
@@ -408,11 +408,14 @@ cn10k_ml_dev_queue_pair_setup(struct rte_ml_dev *dev, uint16_t queue_pair_id,
 int
 cn10k_ml_model_load(struct rte_ml_dev *dev, struct rte_ml_model_params *params, int16_t *model_id)
 {
+	struct cn10k_ml_model_metadata *metadata;
 	struct cn10k_ml_model *model;
 	struct cn10k_ml_dev *mldev;
 
 	char str[RTE_MEMZONE_NAMESIZE];
 	const struct plt_memzone *mz;
+	size_t model_data_size;
+	uint8_t *base_dma_addr;
 	uint64_t mz_size;
 	uint16_t idx;
 	bool found;
@@ -439,7 +442,12 @@ cn10k_ml_model_load(struct rte_ml_dev *dev, struct rte_ml_model_params *params,
 	}
 
 	/* Get MZ size */
-	mz_size = PLT_ALIGN_CEIL(sizeof(struct cn10k_ml_model), ML_CN10K_ALIGN_SIZE);
+	metadata = (struct cn10k_ml_model_metadata *)params->addr;
+	model_data_size = metadata->init_model.file_size + metadata->main_model.file_size +
+			  metadata->finish_model.file_size + metadata->weights_bias.file_size;
+	model_data_size = PLT_ALIGN_CEIL(model_data_size, ML_CN10K_ALIGN_SIZE);
+	mz_size = PLT_ALIGN_CEIL(sizeof(struct cn10k_ml_model), ML_CN10K_ALIGN_SIZE) +
+		  2 * model_data_size;
 
 	/* Allocate memzone for model object and model data */
 	snprintf(str, RTE_MEMZONE_NAMESIZE, "%s_%u", CN10K_ML_MODEL_MEMZONE_NAME, idx);
@@ -462,6 +470,14 @@ cn10k_ml_model_load(struct rte_ml_dev *dev, struct rte_ml_model_params *params,
 	else
 		model->batch_size = model->metadata.model.batch_size;
 
+	/* Set DMA base address */
+	base_dma_addr = PLT_PTR_ADD(
+		mz->addr, PLT_ALIGN_CEIL(sizeof(struct cn10k_ml_model), ML_CN10K_ALIGN_SIZE));
+	cn10k_ml_model_addr_update(model, params->addr, base_dma_addr);
+
+	/* Copy data from load to run. run address to be used by MLIP */
+	memcpy(model->addr.base_dma_addr_run, model->addr.base_dma_addr_load, model_data_size);
+
 	plt_spinlock_init(&model->lock);
 	model->state = ML_CN10K_MODEL_STATE_LOADED;
 	dev->data->models[idx] = model;
