diff --git a/docs/source/tutorials/models/DeepSeek-V3.2.md b/docs/source/tutorials/models/DeepSeek-V3.2.md
index 92aaedec..8573bf6d 100644
--- a/docs/source/tutorials/models/DeepSeek-V3.2.md
+++ b/docs/source/tutorials/models/DeepSeek-V3.2.md
@@ -140,6 +140,7 @@ export VLLM_USE_V1=1
 export HCCL_BUFFSIZE=200
 export VLLM_ASCEND_ENABLE_MLAPO=1
 export PYTORCH_NPU_ALLOC_CONF=expandable_segments:True
+export VLLM_ASCEND_ENABLE_FLASHCOMM1=1
 
 vllm serve /root/.cache/modelscope/hub/models/vllm-ascend/DeepSeek-V3.2-W8A8 \
 --host 0.0.0.0 \
@@ -157,6 +158,7 @@ vllm serve /root/.cache/modelscope/hub/models/vllm-ascend/DeepSeek-V3.2-W8A8 \
 --no-enable-prefix-caching \
 --gpu-memory-utilization 0.92 \
 --compilation-config '{"cudagraph_mode": "FULL_DECODE_ONLY"}' \
+--additional-config '{"layer_sharding": ["q_b_proj", "o_proj"]}' \
 --speculative-config '{"num_speculative_tokens": 3, "method": "deepseek_mtp"}'
 
 ```
@@ -197,6 +199,7 @@ export VLLM_USE_V1=1
 export HCCL_BUFFSIZE=200
 export VLLM_ASCEND_ENABLE_MLAPO=1
 export PYTORCH_NPU_ALLOC_CONF=expandable_segments:True
+export VLLM_ASCEND_ENABLE_FLASHCOMM1=1
 
 vllm serve /root/.cache/modelscope/hub/models/vllm-ascend/DeepSeek-V3.2-W8A8 \
 --host 0.0.0.0 \
@@ -217,6 +220,7 @@ vllm serve /root/.cache/modelscope/hub/models/vllm-ascend/DeepSeek-V3.2-W8A8 \
 --no-enable-prefix-caching \
 --gpu-memory-utilization 0.92 \
 --compilation-config '{"cudagraph_mode": "FULL_DECODE_ONLY"}' \
+--additional-config '{"layer_sharding": ["q_b_proj", "o_proj"]}' \
 --speculative-config '{"num_speculative_tokens": 3, "method": "deepseek_mtp"}'
 ```
 
@@ -244,6 +248,7 @@ export VLLM_USE_V1=1
 export HCCL_BUFFSIZE=200
 export VLLM_ASCEND_ENABLE_MLAPO=1
 export PYTORCH_NPU_ALLOC_CONF=expandable_segments:True
+export VLLM_ASCEND_ENABLE_FLASHCOMM1=1
 
 vllm serve /root/.cache/modelscope/hub/models/vllm-ascend/DeepSeek-V3.2-W8A8 \
 --host 0.0.0.0 \
@@ -266,6 +271,7 @@ vllm serve /root/.cache/modelscope/hub/models/vllm-ascend/DeepSeek-V3.2-W8A8 \
 --no-enable-prefix-caching \
 --gpu-memory-utilization 0.92 \
 --compilation-config '{"cudagraph_mode": "FULL_DECODE_ONLY"}' \
+--additional-config '{"layer_sharding": ["q_b_proj", "o_proj"]}' \
 --speculative-config '{"num_speculative_tokens": 3, "method": "deepseek_mtp"}'
 ```
 
@@ -301,7 +307,7 @@ export VLLM_ASCEND_ENABLE_FLASHCOMM1=1
 export HCCL_CONNECT_TIMEOUT=120
 export HCCL_INTRA_PCIE_ENABLE=1
 export HCCL_INTRA_ROCE_ENABLE=0
-
+export VLLM_ASCEND_ENABLE_FLASHCOMM1=1
 
 vllm serve /root/.cache/modelscope/hub/models/vllm-ascend/DeepSeek-V3.2-W8A8 \
 --host 0.0.0.0 \
@@ -321,8 +327,9 @@ vllm serve /root/.cache/modelscope/hub/models/vllm-ascend/DeepSeek-V3.2-W8A8 \
 --trust-remote-code \
 --no-enable-prefix-caching \
 --gpu-memory-utilization 0.92 \
---compilation-config '{"cudagraph_mode": "FULL_DECODE_ONLY", "cudagraph_capture_sizes":[3,6,9,12,15,18,21,24,27,30,33,36,39,42,45,48]}' \
---speculative-config '{"num_speculative_tokens": 2, "method": "deepseek_mtp"}'
+--compilation-config '{"cudagraph_mode": "FULL_DECODE_ONLY", "cudagraph_capture_sizes":[8, 16, 24, 32, 40, 48]}' \
+--additional-config '{"layer_sharding": ["q_b_proj", "o_proj"]}' \
+--speculative-config '{"num_speculative_tokens": 3, "method": "deepseek_mtp"}'
 
 ```
 
@@ -354,7 +361,7 @@ export VLLM_ASCEND_ENABLE_FLASHCOMM1=1
 export HCCL_CONNECT_TIMEOUT=120
 export HCCL_INTRA_PCIE_ENABLE=1
 export HCCL_INTRA_ROCE_ENABLE=0
-
+export VLLM_ASCEND_ENABLE_FLASHCOMM1=1
 
 vllm serve /root/.cache/modelscope/hub/models/vllm-ascend/DeepSeek-V3.2-W8A8 \
 --host 0.0.0.0 \
@@ -376,8 +383,9 @@ vllm serve /root/.cache/modelscope/hub/models/vllm-ascend/DeepSeek-V3.2-W8A8 \
 --trust-remote-code \
 --no-enable-prefix-caching \
 --gpu-memory-utilization 0.92 \
---compilation-config '{"cudagraph_mode": "FULL_DECODE_ONLY", "cudagraph_capture_sizes":[3,6,9,12,15,18,21,24,27,30,33,36,39,42,45,48]}' \
---speculative-config '{"num_speculative_tokens": 2, "method": "deepseek_mtp"}'
+--compilation-config '{"cudagraph_mode": "FULL_DECODE_ONLY", "cudagraph_capture_sizes":[8, 16, 24, 32, 40, 48]}' \
+--additional-config '{"layer_sharding": ["q_b_proj", "o_proj"]}' \
+--speculative-config '{"num_speculative_tokens": 3, "method": "deepseek_mtp"}'
 
 ```
 
@@ -832,7 +840,7 @@ python launch_online_dp.py --dp-size 8 --tp-size 4 --dp-size-local 4 --dp-rank-s
 
 ### Request Forwarding
 
-To set up request forwarding, run the following script on any machine :download:`load_balance_proxy_server_example.py <examples/disaggregated_prefill_v1/load_balance_proxy_server_example.py>`
+To set up request forwarding, run the following script on any machine. You can get the proxy program in the repository's examples: [load_balance_proxy_server_example.py](https://github.com/vllm-project/vllm-ascend/blob/main/examples/disaggregated_prefill_v1/load_balance_proxy_server_example.py)
 
 ```shell
 unset http_proxy