[Doc] Add layer_sharding additional config for DeepSeek-V3.2-W8A8 (#5921)

### What this PR does / why we need it?

#### Documentation Improvements

New Configuration: Added the layer_sharding parameter to the
DeepSeek-V3.2-W8A8 deployment tutorial. This guides users to include
`["q_b_proj", "o_proj"]` in their prefill node setup for better resource
utilization.

#### CI and Testing Updates

Test Config Update: Updated the multi-node E2E test configuration file:
tests/e2e/nightly/multi_node/config/DeepSeek-V3_2-W8A8-A3-dual-nodes.yaml.

including disable `FLASHCOMM` and enable `FULL_DECODE_ONLY` and update
performance baseline.

### Does this PR introduce any user-facing change?

Yes. The documentation now recommends a more optimized startup command
for DeepSeek-V3.2-W8A8. Users following the updated tutorial will see
improved performance in multi-node PD disaggregation environments.

### How was this patch tested?
CI Validation: The updated E2E test configuration has been verified
through the nightly CI pipeline.

Environment: * vLLM version: v0.13.0

Base Commit:
[11b6af5](11b6af5280)

Hardware: Ascend A3/A2 multi-node cluster.

---------

Signed-off-by: guozr <guozr1997@hotmail.com>
Co-authored-by: guozr <guozr1997@hotmail.com>
This commit is contained in:
starmountain1997
2026-01-20 12:40:54 +08:00
committed by GitHub
parent a5b099c73d
commit 0664c6e67a
2 changed files with 6 additions and 3 deletions

View File

@@ -313,6 +313,7 @@ Before you start, please
--quantization ascend \
--enforce-eager \
--no-enable-prefix-caching \
--additional-config '{"layer_sharding": ["q_b_proj", "o_proj"]}' \
--kv-transfer-config \
'{"kv_connector": "MooncakeConnectorV1",
"kv_role": "kv_producer",
@@ -388,6 +389,7 @@ Before you start, please
--quantization ascend \
--enforce-eager \
--no-enable-prefix-caching \
--additional-config '{"layer_sharding": ["q_b_proj", "o_proj"]}' \
--kv-transfer-config \
'{"kv_connector": "MooncakeConnectorV1",
"kv_role": "kv_producer",

View File

@@ -12,7 +12,7 @@ env_common:
OMP_NUM_THREADS: 1
VLLM_ASCEND_ENABLE_MLAPO: 1
PYTORCH_NPU_ALLOC_CONF: "expandable_segments:True"
VLLM_ASCEND_ENABLE_FLASHCOMM1: 1
VLLM_ASCEND_ENABLE_FLASHCOMM1: 0
ASCEND_A3_EBA_ENABLE: 1
@@ -37,9 +37,9 @@ deployment:
--gpu-memory-utilization 0.85
--trust-remote-code
--speculative-config '{"num_speculative_tokens": 2, "method":"deepseek_mtp"}'
--compilation-config '{"cudagraph_capture_sizes": [3, 6, 9, 12, 15, 18, 21, 24, 27, 30, 33, 36, 39, 42, 45, 48], "cudagraph_mode": "FULL_DECODE_ONLY"}'
--tokenizer-mode deepseek_v32
--reasoning-parser deepseek_v3
--api-server-count 4
-
server_cmd: >
@@ -61,6 +61,7 @@ deployment:
--gpu-memory-utilization 0.85
--trust-remote-code
--speculative-config '{"num_speculative_tokens": 2, "method":"deepseek_mtp"}'
--compilation-config '{"cudagraph_capture_sizes": [3, 6, 9, 12, 15, 18, 21, 24, 27, 30, 33, 36, 39, 42, 45, 48], "cudagraph_mode": "FULL_DECODE_ONLY"}'
--tokenizer-mode deepseek_v32
--reasoning-parser deepseek_v3
benchmarks:
@@ -73,7 +74,7 @@ benchmarks:
max_out_len: 3000
batch_size: 512
request_rate: 11.2
baseline: 594.915
baseline: 905.6805
threshold: 0.97
acc:
case_type: accuracy