From cc294829aaf78649f32873d03a70e2a85b72eb64 Mon Sep 17 00:00:00 2001
From: jianzhao-xu <978716854@qq.com>
Date: Fri, 26 Jun 2026 11:17:50 +0800
Subject: [PATCH] [NPU] fix best practicce docs (#29303)
---
.../ascend-npus/best_practice/deepseek_r1.mdx | 4 +++-
.../ascend-npus/best_practice/deepseek_v3_2.mdx | 4 +++-
.../ascend-npus/best_practice/glm5_1.mdx | 4 +++-
.../ascend-npus/best_practice/kimi_k2_6.mdx | 12 +++++++-----
.../ascend-npus/best_practice/minimax_m2_5.mdx | 4 +++-
.../ascend-npus/best_practice/qwen3-8b.mdx | 4 +++-
.../ascend-npus/best_practice/qwen3_235b_a22b.mdx | 5 +++--
.../ascend-npus/best_practice/qwen3_30b_a3b.mdx | 6 ++++--
.../ascend-npus/best_practice/qwen3_32b.mdx | 4 +++-
.../ascend-npus/best_practice/qwen3_5_397b.mdx | 4 +++-
.../ascend-npus/best_practice/qwen3_6_27b.mdx | 4 +++-
.../ascend-npus/best_practice/qwen3_6_35b_a3b.mdx | 4 +++-
.../best_practice/qwen3_next_80b_a3b_instruct.mdx | 4 +++-
13 files changed, 44 insertions(+), 19 deletions(-)
diff --git a/docs_new/docs/hardware-platforms/ascend-npus/best_practice/deepseek_r1.mdx b/docs_new/docs/hardware-platforms/ascend-npus/best_practice/deepseek_r1.mdx
index 403858448..420f26fff 100644
--- a/docs_new/docs/hardware-platforms/ascend-npus/best_practice/deepseek_r1.mdx
+++ b/docs_new/docs/hardware-platforms/ascend-npus/best_practice/deepseek_r1.mdx
@@ -4,7 +4,9 @@ metatags:
description: "Best Practice for DeepSeek-R1 on Ascend NPU"
---
-This guide describes the best practice data for DeepSeek-R1 on the Ascend NPU.
+
+This page focuses on optimal configuration and benchmark results for DeepSeek-R1 on the Ascend NPU. For environment setup, model weight download, feature configuration, and deployment instructions, etc., see the [DeepSeek-R1 Model Tutorial](/docs/hardware-platforms/ascend-npus/model-tutorials/deepseek_r1).
+
### Low Latency
diff --git a/docs_new/docs/hardware-platforms/ascend-npus/best_practice/deepseek_v3_2.mdx b/docs_new/docs/hardware-platforms/ascend-npus/best_practice/deepseek_v3_2.mdx
index dfa316644..6bfb401a4 100644
--- a/docs_new/docs/hardware-platforms/ascend-npus/best_practice/deepseek_v3_2.mdx
+++ b/docs_new/docs/hardware-platforms/ascend-npus/best_practice/deepseek_v3_2.mdx
@@ -4,7 +4,9 @@ metatags:
description: "Best Practice for DeepSeek-V3.2 on Ascend NPU"
---
-This guide describes the best practice data for DeepSeek-V3.2 on the Ascend NPU.
+
+This page focuses on optimal configuration and benchmark results for DeepSeek-V3.2 on the Ascend NPU. For environment setup, model weight download, feature configuration, and deployment instructions, etc., see the [DeepSeek-V3.2 Model Tutorial](/docs/hardware-platforms/ascend-npus/model-tutorials/deepseek_v3_2).
+
### Low Latency
diff --git a/docs_new/docs/hardware-platforms/ascend-npus/best_practice/glm5_1.mdx b/docs_new/docs/hardware-platforms/ascend-npus/best_practice/glm5_1.mdx
index c7850757d..3656098a4 100644
--- a/docs_new/docs/hardware-platforms/ascend-npus/best_practice/glm5_1.mdx
+++ b/docs_new/docs/hardware-platforms/ascend-npus/best_practice/glm5_1.mdx
@@ -4,7 +4,9 @@ metatags:
description: "Best Practice for GLM-5.1 on Ascend NPU"
---
-This guide describes the best practice data for GLM-5.1 on the Ascend NPU.
+
+This page focuses on optimal configuration and benchmark results for GLM-5.1 on the Ascend NPU. For environment setup, model weight download, feature configuration, and deployment instructions, etc., see the [GLM-5.1 Model Tutorial](/docs/hardware-platforms/ascend-npus/model-tutorials/glm_5_1).
+
### Low Latency
diff --git a/docs_new/docs/hardware-platforms/ascend-npus/best_practice/kimi_k2_6.mdx b/docs_new/docs/hardware-platforms/ascend-npus/best_practice/kimi_k2_6.mdx
index 037d169e5..fd7395133 100644
--- a/docs_new/docs/hardware-platforms/ascend-npus/best_practice/kimi_k2_6.mdx
+++ b/docs_new/docs/hardware-platforms/ascend-npus/best_practice/kimi_k2_6.mdx
@@ -4,7 +4,9 @@ metatags:
description: "Best Practice for Kimi-K2.6 on Ascend NPU"
---
-This guide describes the best practice data for Kimi-K2.6 on the Ascend NPU.
+
+This page focuses on optimal configuration and benchmark results for Kimi-K2.6 on the Ascend NPU. For environment setup, model weight download, feature configuration, and deployment instructions, etc., see the [Kimi-K2.6 Model Tutorial](/docs/hardware-platforms/ascend-npus/model-tutorials/kimi_k2_6).
+
### Low Latency
@@ -1006,7 +1008,7 @@ python3 -m sglang.launch_server \
--host 127.0.0.1 --port 6688 \
--quantization modelslim \
--dtype bfloat16 \
- --model-loader-extra-config {"enable_multithread_load": true} \
+ --model-loader-extra-config '{"enable_multithread_load": true}' \
--trust-remote-code \
--device npu \
--attention-backend ascend \
@@ -1116,7 +1118,7 @@ python3 -m sglang.launch_server \
--host 127.0.0.1 --port 6688 \
--quantization modelslim \
--dtype bfloat16 \
- --model-loader-extra-config {"enable_multithread_load": true} \
+ --model-loader-extra-config '{"enable_multithread_load": true}' \
--trust-remote-code \
--device npu \
--attention-backend ascend \
@@ -1249,7 +1251,7 @@ python3 -m sglang.launch_server \
--deepep-mode auto \
--cuda-graph-bs 1 2 3 4 5 \
--disable-radix-cache \
- --model-loader-extra-config {"enable_multithread_load": true} \
+ --model-loader-extra-config '{"enable_multithread_load": true}' \
--speculative-algorithm EAGLE3 \
--speculative-draft-model-path $DRAFT_MODEL_PATH \
--speculative-num-steps 4 \
@@ -1358,7 +1360,7 @@ python3 -m sglang.launch_server \
--deepep-mode auto \
--cuda-graph-bs 1 2 4 8 12 13 \
--disable-radix-cache \
- --model-loader-extra-config {"enable_multithread_load": true} \
+ --model-loader-extra-config '{"enable_multithread_load": true}' \
--speculative-algorithm EAGLE3 \
--speculative-draft-model-path $DRAFT_MODEL_PATH \
--speculative-num-steps 4 \
diff --git a/docs_new/docs/hardware-platforms/ascend-npus/best_practice/minimax_m2_5.mdx b/docs_new/docs/hardware-platforms/ascend-npus/best_practice/minimax_m2_5.mdx
index e8a286484..6e9755ae5 100644
--- a/docs_new/docs/hardware-platforms/ascend-npus/best_practice/minimax_m2_5.mdx
+++ b/docs_new/docs/hardware-platforms/ascend-npus/best_practice/minimax_m2_5.mdx
@@ -4,7 +4,9 @@ metatags:
description: "Best Practice for MiniMax-M2.5 on Ascend NPU"
---
-This guide describes the best practice data for MiniMax-M2.5 on the Ascend NPU.
+
+This page focuses on optimal configuration and benchmark results for MiniMax-M2.5 on the Ascend NPU. For environment setup, model weight download, feature configuration, and deployment instructions, etc., see the [MiniMax-M2.5 Model Tutorial](/docs/hardware-platforms/ascend-npus/model-tutorials/minimax_m2_5).
+
### Low Latency
diff --git a/docs_new/docs/hardware-platforms/ascend-npus/best_practice/qwen3-8b.mdx b/docs_new/docs/hardware-platforms/ascend-npus/best_practice/qwen3-8b.mdx
index a73d9685a..952658b20 100644
--- a/docs_new/docs/hardware-platforms/ascend-npus/best_practice/qwen3-8b.mdx
+++ b/docs_new/docs/hardware-platforms/ascend-npus/best_practice/qwen3-8b.mdx
@@ -4,7 +4,9 @@ metatags:
description: "Best Practice for Qwen3-8B on Ascend NPU"
---
-This guide describes the best practice data for Qwen3-8B on the Ascend NPU.
+
+This page focuses on optimal configuration and benchmark results for Qwen3-8B on the Ascend NPU. For environment setup, model weight download, feature configuration, and deployment instructions, etc., see the [Qwen3-8B Model Tutorial](/docs/hardware-platforms/ascend-npus/model-tutorials/qwen3-8b).
+
### Low Latency
diff --git a/docs_new/docs/hardware-platforms/ascend-npus/best_practice/qwen3_235b_a22b.mdx b/docs_new/docs/hardware-platforms/ascend-npus/best_practice/qwen3_235b_a22b.mdx
index ea5340a4d..30ff661d0 100644
--- a/docs_new/docs/hardware-platforms/ascend-npus/best_practice/qwen3_235b_a22b.mdx
+++ b/docs_new/docs/hardware-platforms/ascend-npus/best_practice/qwen3_235b_a22b.mdx
@@ -4,7 +4,9 @@ metatags:
description: "Best Practice for Qwen3-235B-A22B on Ascend NPU"
---
-This guide describes the best practice data for Qwen3-235B-A22B on the Ascend NPU.
+
+This page focuses on optimal configuration and benchmark results for Qwen3-235B-A22B on the Ascend NPU. For environment setup, model weight download, feature configuration, and deployment instructions, etc., see the [Qwen3-235B-A22B Model Tutorial](/docs/hardware-platforms/ascend-npus/model-tutorials/qwen3_235b_a22b).
+
### Low Latency
@@ -192,7 +194,6 @@ python3 -m sglang.launch_server \
--max-prefill-tokens 458880 \
--sampling-backend ascend \
--ep-dispatch-algorithm static \
- --init-expert-location /root/.cache/modelscope/hub/models/hot_map/235B_3_5k_decode.pt \
--disable-radix-cache \
--moe-a2a-backend ascend_fuseep \
--speculative-algorithm EAGLE3 \
diff --git a/docs_new/docs/hardware-platforms/ascend-npus/best_practice/qwen3_30b_a3b.mdx b/docs_new/docs/hardware-platforms/ascend-npus/best_practice/qwen3_30b_a3b.mdx
index ff16db1d1..7020ed265 100644
--- a/docs_new/docs/hardware-platforms/ascend-npus/best_practice/qwen3_30b_a3b.mdx
+++ b/docs_new/docs/hardware-platforms/ascend-npus/best_practice/qwen3_30b_a3b.mdx
@@ -4,7 +4,9 @@ metatags:
description: "Best Practice for Qwen3-30B-A3B on Ascend NPU"
---
-This guide describes the best practice data for Qwen3-30B-A3B on the Ascend NPU.
+
+This page focuses on optimal configuration and benchmark results for Qwen3-30B-A3B on the Ascend NPU. For environment setup, model weight download, feature configuration, and deployment instructions, etc., see the [Qwen3-30B-A3B Model Tutorial](/docs/hardware-platforms/ascend-npus/model-tutorials/qwen3_30b_a3b).
+
### Low Latency
@@ -71,7 +73,7 @@ source /usr/local/Ascend/nnal/atb/set_env.sh
export ASCEND_LAUNCH_BLOCKING=0
export DP_ROUND_ROBIN=1
export GLOO_SOCKET_IFNAME=
-export HCCL_ALGO=level0:NA;level1:ring
+export HCCL_ALGO="level0:NA;level1:ring"
export HCCL_SOCKET_IFNAME=
export INF_NAN_MODE_FORCE_DISABLE=1
export PYTORCH_NPU_ALLOC_CONF=expandable_segments:False
diff --git a/docs_new/docs/hardware-platforms/ascend-npus/best_practice/qwen3_32b.mdx b/docs_new/docs/hardware-platforms/ascend-npus/best_practice/qwen3_32b.mdx
index f29f18bed..4be7a162e 100644
--- a/docs_new/docs/hardware-platforms/ascend-npus/best_practice/qwen3_32b.mdx
+++ b/docs_new/docs/hardware-platforms/ascend-npus/best_practice/qwen3_32b.mdx
@@ -4,7 +4,9 @@ metatags:
description: "Best Practice for Qwen3-32B on Ascend NPU"
---
-This guide describes the best practice data for Qwen3-32B on the Ascend NPU.
+
+This page focuses on optimal configuration and benchmark results for Qwen3-32B on the Ascend NPU. For environment setup, model weight download, feature configuration, and deployment instructions, etc., see the [Qwen3-32B Model Tutorial](/docs/hardware-platforms/ascend-npus/model-tutorials/qwen3_32b).
+
### Low Latency
diff --git a/docs_new/docs/hardware-platforms/ascend-npus/best_practice/qwen3_5_397b.mdx b/docs_new/docs/hardware-platforms/ascend-npus/best_practice/qwen3_5_397b.mdx
index 35c1e2423..f027ebae7 100644
--- a/docs_new/docs/hardware-platforms/ascend-npus/best_practice/qwen3_5_397b.mdx
+++ b/docs_new/docs/hardware-platforms/ascend-npus/best_practice/qwen3_5_397b.mdx
@@ -4,7 +4,9 @@ metatags:
description: "Best Practice for Qwen3.5-397B on Ascend NPU"
---
-This guide describes the best practice data for Qwen3.5-397B on the Ascend NPU.
+
+This page focuses on optimal configuration and benchmark results for Qwen3.5-397B on the Ascend NPU. For environment setup, model weight download, feature configuration, and deployment instructions, etc., see the [Qwen3.5-397B Model Tutorial](/docs/hardware-platforms/ascend-npus/model-tutorials/qwen3_5_397b).
+
### Low Latency
diff --git a/docs_new/docs/hardware-platforms/ascend-npus/best_practice/qwen3_6_27b.mdx b/docs_new/docs/hardware-platforms/ascend-npus/best_practice/qwen3_6_27b.mdx
index 0f4d84823..8871b1876 100644
--- a/docs_new/docs/hardware-platforms/ascend-npus/best_practice/qwen3_6_27b.mdx
+++ b/docs_new/docs/hardware-platforms/ascend-npus/best_practice/qwen3_6_27b.mdx
@@ -4,7 +4,9 @@ metatags:
description: "Best Practice for Qwen3.6-27B on Ascend NPU"
---
-This guide describes the best practice data for Qwen3.6-27B on the Ascend NPU.
+
+This page focuses on optimal configuration and benchmark results for Qwen3.6-27B on the Ascend NPU. For environment setup, model weight download, feature configuration, and deployment instructions, etc., see the [Qwen3.6-27B Model Tutorial](/docs/hardware-platforms/ascend-npus/model-tutorials/qwen3_6_27b).
+
### High Throughput
diff --git a/docs_new/docs/hardware-platforms/ascend-npus/best_practice/qwen3_6_35b_a3b.mdx b/docs_new/docs/hardware-platforms/ascend-npus/best_practice/qwen3_6_35b_a3b.mdx
index e26cd951d..4fdeab6ea 100644
--- a/docs_new/docs/hardware-platforms/ascend-npus/best_practice/qwen3_6_35b_a3b.mdx
+++ b/docs_new/docs/hardware-platforms/ascend-npus/best_practice/qwen3_6_35b_a3b.mdx
@@ -4,7 +4,9 @@ metatags:
description: "Best Practice for Qwen3.6-35B-A3B on Ascend NPU"
---
-This guide describes the best practice data for Qwen3.6-35B-A3B on the Ascend NPU.
+
+This page focuses on optimal configuration and benchmark results for Qwen3.6-35B-A3B on the Ascend NPU. For environment setup, model weight download, feature configuration, and deployment instructions, etc., see the [Qwen3.6-35B-A3B Model Tutorial](/docs/hardware-platforms/ascend-npus/model-tutorials/qwen3_6_35b_a3b).
+
### Low Latency
diff --git a/docs_new/docs/hardware-platforms/ascend-npus/best_practice/qwen3_next_80b_a3b_instruct.mdx b/docs_new/docs/hardware-platforms/ascend-npus/best_practice/qwen3_next_80b_a3b_instruct.mdx
index f768cccc4..c72bedd38 100644
--- a/docs_new/docs/hardware-platforms/ascend-npus/best_practice/qwen3_next_80b_a3b_instruct.mdx
+++ b/docs_new/docs/hardware-platforms/ascend-npus/best_practice/qwen3_next_80b_a3b_instruct.mdx
@@ -4,7 +4,9 @@ metatags:
description: "Best Practice for Qwen3-Next-80B-A3B-Instruct on Ascend NPU"
---
-This guide describes the best practice data for Qwen3-Next-80B-A3B-Instruct on the Ascend NPU.
+
+This page focuses on optimal configuration and benchmark results for Qwen3-Next-80B-A3B-Instruct on the Ascend NPU. For environment setup, model weight download, feature configuration, and deployment instructions, etc., see the [Qwen3-Next-80B-A3B-Instruct Model Tutorial](/docs/hardware-platforms/ascend-npus/model-tutorials/qwen3_next_80b_a3b_instruct).
+
### Low Latency