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vllm-omni/vllm_omni/deploy/qwen3_tts_high_concurrency.yaml
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2026-07-04 17:47:11 +00:00

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# Qwen3-TTS high-concurrency deploy profile.
#
# This is intentionally separate from qwen3_tts.yaml. Use it only when running
# sustained high-concurrency serving on two GPUs, for example:
#
# vllm serve Qwen/Qwen3-TTS-12Hz-1.7B-Base --omni \
# --deploy-config vllm_omni/deploy/qwen3_tts_high_concurrency.yaml
#
# Profile validated for the c64 / PROMPTS=512 performance experiments:
# Stage 0 talker on GPU 0 with S0=64, Stage 1 Code2Wav on GPU 1 with S1=10.
#
async_chunk: true
connectors:
connector_of_shared_memory:
name: SharedMemoryConnector
extra:
shm_threshold_bytes: 65536
codec_streaming: true
connector_get_sleep_s: 0.01
connector_get_max_wait_first_chunk: 3000
connector_get_max_wait: 300
codec_chunk_frames: 25
codec_left_context_frames: 72
# Stage0 code-predictor prefix CUDA graphs for the c64 hot path.
# These keys are consumed by Qwen3-TTS talker and ignored by Code2Wav.
code_predictor_prefix_graphs: true
code_predictor_prefix_graph_buckets: [64]
code_predictor_prefix_graph_seq_lens: [2, 3, 4, 5, 6, 7, 8]
# Keep voice-clone reference context bounded so Stage1 chunk lengths are
# stable across different reference-audio durations.
ref_code_context_frames: 72
# Emit only the first audio chunk early, then return to codec_chunk_frames.
initial_codec_chunk_frames: 1
# Common Stage1 decode buckets:
# no-ref first/steady chunks: 25 / 97 frames
# Base ref-context first/steady chunks: 73 / 169 frames
# decoder internal non-streaming chunks: 325 frames
decode_cudagraph_capture_sizes: [25, 73, 97, 169, 325]
# Keep B>1 captures opt-in; c64 e2e validation did not show a stable win.
decode_cudagraph_batch_sizes: [1]
decode_compile_shapes: []
decode_batch_max_size: 1
decode_batch_bucket_frames: []
decode_enable_tf32: false
stages:
- stage_id: 0
max_num_seqs: 64
gpu_memory_utilization: 0.3
trust_remote_code: true
enable_prefix_caching: false
async_scheduling: true
max_num_batched_tokens: 512
max_model_len: 4096
devices: "0"
output_connectors:
to_stage_1: connector_of_shared_memory
default_sampling_params:
temperature: 0.9
top_k: 50
max_tokens: 4096
repetition_penalty: 1.05
subtalker_sampling_params:
do_sample: true
temperature: 0.9
top_k: 50
top_p: 1.0
- stage_id: 1
max_num_seqs: 10
gpu_memory_utilization: 0.3
enforce_eager: true
trust_remote_code: true
enable_prefix_caching: false
async_scheduling: true
max_num_batched_tokens: 65536
max_model_len: 65536
devices: "1"
input_connectors:
from_stage_0: connector_of_shared_memory
default_sampling_params:
temperature: 0.0
top_p: 1.0
top_k: -1
max_tokens: 65536
repetition_penalty: 1.0
platforms:
npu:
stages:
- stage_id: 0
enforce_eager: true