diff --git a/.github/configs/amd-master.yaml b/.github/configs/amd-master.yaml
index 1f1093e38..b35716e78 100644
--- a/.github/configs/amd-master.yaml
+++ b/.github/configs/amd-master.yaml
@@ -132,7 +132,7 @@ qwen3.5-bf16-mi355x-sglang:
     - { tp: 8, ep: 1, conc-start: 4, conc-end: 256 }
 
 qwen3.5-bf16-mi300x-sglang:
-  image: lmsysorg/sglang:v0.5.9-rocm720-mi30x
+  image: lmsysorg/sglang:v0.5.10-rocm720-mi30x
   model: Qwen/Qwen3.5-397B-A17B
   model-prefix: qwen3.5
   runner: mi300x
@@ -150,7 +150,7 @@ qwen3.5-bf16-mi300x-sglang:
     - { tp: 8, conc-start: 4, conc-end: 64 }
 
 qwen3.5-bf16-mi325x-sglang:
-  image: lmsysorg/sglang:v0.5.9-rocm720-mi30x
+  image: lmsysorg/sglang:v0.5.10-rocm720-mi30x
   model: Qwen/Qwen3.5-397B-A17B
   model-prefix: qwen3.5
   runner: mi325x
@@ -168,7 +168,7 @@ qwen3.5-bf16-mi325x-sglang:
     - { tp: 8, conc-start: 4, conc-end: 64 }
 
 qwen3.5-fp8-mi325x-sglang:
-  image: lmsysorg/sglang:v0.5.9-rocm720-mi30x
+  image: lmsysorg/sglang:v0.5.10-rocm720-mi30x
   model: Qwen/Qwen3.5-397B-A17B-FP8
   model-prefix: qwen3.5
   runner: mi325x
@@ -227,7 +227,7 @@ qwen3.5-fp4-mi355x-sglang:
     - { tp: 4, conc-start: 4, conc-end: 16 }
 
 qwen3.5-fp8-mi300x-sglang:
-  image: lmsysorg/sglang:v0.5.9-rocm720-mi30x
+  image: lmsysorg/sglang:v0.5.10-rocm720-mi30x
   model: Qwen/Qwen3.5-397B-A17B-FP8
   model-prefix: qwen3.5
   runner: mi300x
diff --git a/benchmarks/single_node/qwen3.5_bf16_mi300x.sh b/benchmarks/single_node/qwen3.5_bf16_mi300x.sh
index 8aca9860a..f7c71963d 100755
--- a/benchmarks/single_node/qwen3.5_bf16_mi300x.sh
+++ b/benchmarks/single_node/qwen3.5_bf16_mi300x.sh
@@ -19,25 +19,34 @@ hf download "$MODEL"
 
 SERVER_LOG=/workspace/server.log
 PORT=${PORT:-8888}
+CONTEXT_LENGTH=$((ISL + OSL + 20))
+MAX_PREFILL_TOKENS=32768
 
 EVAL_CONTEXT_ARGS=""
 if [ "${EVAL_ONLY}" = "true" ]; then
     setup_eval_context
     EVAL_CONTEXT_ARGS="--context-length $EVAL_MAX_MODEL_LEN"
+else EVAL_CONTEXT_ARGS="--context-length $CONTEXT_LENGTH"
 fi
 # Start GPU monitoring (power, temperature, clocks every second)
 start_gpu_monitor
 
 # following Andy Luo linkedin's recipe https://www.linkedin.com/feed/update/urn:li:activity:7429203734389280768/
 python3 -m sglang.launch_server \
-    --attention-backend triton \
+    --attention-backend aiter \
     --model-path $MODEL \
     --host=0.0.0.0 \
     --port $PORT \
     --tensor-parallel-size $TP \
+    --data-parallel-size 1 \
     --trust-remote-code \
-    --mem-fraction-static 0.8 \
-    --disable-radix-cache $EVAL_CONTEXT_ARGS > $SERVER_LOG 2>&1 &
+    --tokenizer-worker-num 6 \
+    --enable-aiter-allreduce-fusion \
+    --cuda-graph-max-bs $CONC \
+    --disable-radix-cache \
+    --max-prefill-tokens $MAX_PREFILL_TOKENS \
+    --scheduler-recv-interval 30 \
+    --mem-fraction-static 0.75 $EVAL_CONTEXT_ARGS > $SERVER_LOG 2>&1 &
 
 SERVER_PID=$!
 
diff --git a/benchmarks/single_node/qwen3.5_bf16_mi325x.sh b/benchmarks/single_node/qwen3.5_bf16_mi325x.sh
index 8aca9860a..f7c71963d 100644
--- a/benchmarks/single_node/qwen3.5_bf16_mi325x.sh
+++ b/benchmarks/single_node/qwen3.5_bf16_mi325x.sh
@@ -19,25 +19,34 @@ hf download "$MODEL"
 
 SERVER_LOG=/workspace/server.log
 PORT=${PORT:-8888}
+CONTEXT_LENGTH=$((ISL + OSL + 20))
+MAX_PREFILL_TOKENS=32768
 
 EVAL_CONTEXT_ARGS=""
 if [ "${EVAL_ONLY}" = "true" ]; then
     setup_eval_context
     EVAL_CONTEXT_ARGS="--context-length $EVAL_MAX_MODEL_LEN"
+else EVAL_CONTEXT_ARGS="--context-length $CONTEXT_LENGTH"
 fi
 # Start GPU monitoring (power, temperature, clocks every second)
 start_gpu_monitor
 
 # following Andy Luo linkedin's recipe https://www.linkedin.com/feed/update/urn:li:activity:7429203734389280768/
 python3 -m sglang.launch_server \
-    --attention-backend triton \
+    --attention-backend aiter \
     --model-path $MODEL \
     --host=0.0.0.0 \
     --port $PORT \
     --tensor-parallel-size $TP \
+    --data-parallel-size 1 \
     --trust-remote-code \
-    --mem-fraction-static 0.8 \
-    --disable-radix-cache $EVAL_CONTEXT_ARGS > $SERVER_LOG 2>&1 &
+    --tokenizer-worker-num 6 \
+    --enable-aiter-allreduce-fusion \
+    --cuda-graph-max-bs $CONC \
+    --disable-radix-cache \
+    --max-prefill-tokens $MAX_PREFILL_TOKENS \
+    --scheduler-recv-interval 30 \
+    --mem-fraction-static 0.75 $EVAL_CONTEXT_ARGS > $SERVER_LOG 2>&1 &
 
 SERVER_PID=$!
 
diff --git a/benchmarks/single_node/qwen3.5_fp8_mi300x.sh b/benchmarks/single_node/qwen3.5_fp8_mi300x.sh
index 00cc9cf91..fe761d88d 100755
--- a/benchmarks/single_node/qwen3.5_fp8_mi300x.sh
+++ b/benchmarks/single_node/qwen3.5_fp8_mi300x.sh
@@ -19,11 +19,14 @@ hf download "$MODEL"
 
 SERVER_LOG=/workspace/server.log
 PORT=${PORT:-8888}
+CONTEXT_LENGTH=$((ISL + OSL + 20))
+MAX_PREFILL_TOKENS=32768
 
 EVAL_CONTEXT_ARGS=""
 if [ "${EVAL_ONLY}" = "true" ]; then
     setup_eval_context
     EVAL_CONTEXT_ARGS="--context-length $EVAL_MAX_MODEL_LEN"
+else EVAL_CONTEXT_ARGS="--context-length $CONTEXT_LENGTH"
 fi
 # Start GPU monitoring (power, temperature, clocks every second)
 start_gpu_monitor
@@ -31,14 +34,20 @@ start_gpu_monitor
 # following AMD Andy linkedin's recipe
 # https://www.linkedin.com/feed/update/urn:li:activity:7429203734389280768/
 python3 -m sglang.launch_server \
-    --attention-backend triton \
+    --attention-backend aiter \
     --model-path $MODEL \
     --host=0.0.0.0 \
     --port $PORT \
     --tensor-parallel-size $TP \
+    --data-parallel-size 1 \
     --trust-remote-code \
-    --mem-fraction-static 0.8 \
-    --disable-radix-cache $EVAL_CONTEXT_ARGS > $SERVER_LOG 2>&1 &
+    --tokenizer-worker-num 6 \
+    --enable-aiter-allreduce-fusion \
+    --cuda-graph-max-bs $CONC \
+    --disable-radix-cache \
+    --max-prefill-tokens $MAX_PREFILL_TOKENS \
+    --scheduler-recv-interval 30 \
+    --mem-fraction-static 0.75 $EVAL_CONTEXT_ARGS > $SERVER_LOG 2>&1 &
 
 SERVER_PID=$!
 
diff --git a/benchmarks/single_node/qwen3.5_fp8_mi325x.sh b/benchmarks/single_node/qwen3.5_fp8_mi325x.sh
index 00cc9cf91..fe761d88d 100755
--- a/benchmarks/single_node/qwen3.5_fp8_mi325x.sh
+++ b/benchmarks/single_node/qwen3.5_fp8_mi325x.sh
@@ -19,11 +19,14 @@ hf download "$MODEL"
 
 SERVER_LOG=/workspace/server.log
 PORT=${PORT:-8888}
+CONTEXT_LENGTH=$((ISL + OSL + 20))
+MAX_PREFILL_TOKENS=32768
 
 EVAL_CONTEXT_ARGS=""
 if [ "${EVAL_ONLY}" = "true" ]; then
     setup_eval_context
     EVAL_CONTEXT_ARGS="--context-length $EVAL_MAX_MODEL_LEN"
+else EVAL_CONTEXT_ARGS="--context-length $CONTEXT_LENGTH"
 fi
 # Start GPU monitoring (power, temperature, clocks every second)
 start_gpu_monitor
@@ -31,14 +34,20 @@ start_gpu_monitor
 # following AMD Andy linkedin's recipe
 # https://www.linkedin.com/feed/update/urn:li:activity:7429203734389280768/
 python3 -m sglang.launch_server \
-    --attention-backend triton \
+    --attention-backend aiter \
     --model-path $MODEL \
     --host=0.0.0.0 \
     --port $PORT \
     --tensor-parallel-size $TP \
+    --data-parallel-size 1 \
     --trust-remote-code \
-    --mem-fraction-static 0.8 \
-    --disable-radix-cache $EVAL_CONTEXT_ARGS > $SERVER_LOG 2>&1 &
+    --tokenizer-worker-num 6 \
+    --enable-aiter-allreduce-fusion \
+    --cuda-graph-max-bs $CONC \
+    --disable-radix-cache \
+    --max-prefill-tokens $MAX_PREFILL_TOKENS \
+    --scheduler-recv-interval 30 \
+    --mem-fraction-static 0.75 $EVAL_CONTEXT_ARGS > $SERVER_LOG 2>&1 &
 
 SERVER_PID=$!
 
diff --git a/perf-changelog.yaml b/perf-changelog.yaml
index f4ba37423..82cbf1467 100644
--- a/perf-changelog.yaml
+++ b/perf-changelog.yaml
@@ -1314,6 +1314,16 @@
     - "Configs: 1k1k (TP4 conc 4-128), 8k1k (TP4 conc 4-128)"
   pr-link: https://github.com/SemiAnalysisAI/InferenceX/pull/820
 
+- config-keys:
+    - qwen3.5-bf16-mi300x-sglang
+    - qwen3.5-bf16-mi325x-sglang
+    - qwen3.5-fp8-mi300x-sglang
+    - qwen3.5-fp8-mi325x-sglang
+  description:
+    - "Update cli args of Qwen3.5 FP8 and BF16 SGLang benchmarks for MI300X and  MI325X to achieve better performance"
+    - "Use lmsysorg/sglang:v0.5.10-rocm720-mi30x"
+  pr-link: https://github.com/SemiAnalysisAI/InferenceX/pull/1063
+
 - config-keys:
     - glm5-fp4-b200-sglang
   description:
diff --git a/runners/launch_mi325x-amds.sh b/runners/launch_mi325x-amds.sh
index 61da61fc1..67f93a309 100644
--- a/runners/launch_mi325x-amds.sh
+++ b/runners/launch_mi325x-amds.sh
@@ -35,6 +35,6 @@ srun --jobid=$JOB_ID \
 --container-remap-root \
 --container-workdir=/workspace/ \
 --no-container-entrypoint --export=ALL \
-bash benchmarks/single_node/${EXP_NAME%%_*}_${PRECISION}_mi325xs.sh
+bash benchmarks/single_node/${EXP_NAME%%_*}_${PRECISION}_mi325x.sh
 
 scancel $JOB_ID