mirror of
https://github.com/FunAudioLLM/CosyVoice.git
synced 2026-02-05 18:09:24 +08:00
fix decoupled mode
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@@ -1,25 +1,31 @@
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export CUDA_VISIBLE_DEVICES=0
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export PYTHONPATH=/home/scratch.yuekaiz_wwfo_1/tts/cosyvoice/CosyVoice:$PYTHONPATH
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export PYTHONPATH=/home/scratch.yuekaiz_wwfo_1/tts/cosyvoice/CosyVoice/third_party/Matcha-TTS:$PYTHONPATH
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cosyvoice_path=/workspace/CosyVoice
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export PYTHONPATH=${cosyvoice_path}:$PYTHONPATH
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export PYTHONPATH=${cosyvoice_path}/third_party/Matcha-TTS:$PYTHONPATH
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stage=$1
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stop_stage=$2
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huggingface_model_local_dir=/home/scratch.yuekaiz_wwfo_1/tts/cosyvoice/cosyvoice2_llm
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model_scope_model_local_dir=/home/scratch.yuekaiz_wwfo_1/tts/cosyvoice/CosyVoice2-0.5B
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huggingface_model_local_dir=./cosyvoice2_llm
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model_scope_model_local_dir=./CosyVoice2-0.5B
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trt_dtype=bfloat16
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trt_weights_dir=/home/scratch.yuekaiz_wwfo_1/tts/cosyvoice/trt_weights_${trt_dtype}
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trt_engines_dir=/home/scratch.yuekaiz_wwfo_1/tts/cosyvoice/trt_engines_${trt_dtype}
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trt_weights_dir=./trt_weights_${trt_dtype}
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trt_engines_dir=./trt_engines_${trt_dtype}
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model_repo=./model_repo_cosyvoice2
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if [ $stage -le 0 ] && [ $stop_stage -ge 0 ]; then
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echo " "
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huggingface-cli download --local-dir cosyvoice2_llm yuekai/cosyvoice2_llm
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modelscope download --model iic/CosyVoice2-0.5B --local_dir ./CosyVoice2-0.5B/
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git clone --recursive https://github.com/FunAudioLLM/CosyVoice.git
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cd CosyVoice
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if [ $stage -le -1 ] && [ $stop_stage -ge -1 ]; then
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echo "Cloning CosyVoice"
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git clone --recursive https://github.com/FunAudioLLM/CosyVoice.git $cosyvoice_path
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cd $cosyvoice_path
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git submodule update --init --recursive
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cd runtime/triton_trtllm
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fi
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if [ $stage -le 0 ] && [ $stop_stage -ge 0 ]; then
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echo "Downloading CosyVoice2-0.5B"
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huggingface-cli download --local-dir $huggingface_model_local_dir yuekai/cosyvoice2_llm
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modelscope download --model iic/CosyVoice2-0.5B --local_dir $model_scope_model_local_dir
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fi
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@@ -35,17 +41,15 @@ if [ $stage -le 1 ] && [ $stop_stage -ge 1 ]; then
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--max_batch_size 16 \
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--max_num_tokens 32768 \
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--gemm_plugin $trt_dtype || exit 1
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fi
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if [ $stage -le 2 ] && [ $stop_stage -ge 2 ]; then
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echo "Testing TensorRT engines"
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python3 ./test_llm.py --input_text "你好,请问你叫什么?" \
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python3 ./scripts/test_llm.py --input_text "你好,请问你叫什么?" \
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--tokenizer_dir $huggingface_model_local_dir \
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--top_k 50 --top_p 0.95 --temperature 0.8 \
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--engine_dir=$trt_engines_dir || exit 1
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fi
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if [ $stage -le 3 ] && [ $stop_stage -ge 3 ]; then
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if [ $stage -le 2 ] && [ $stop_stage -ge 2 ]; then
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echo "Creating model repository"
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rm -rf $model_repo
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mkdir -p $model_repo
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@@ -71,28 +75,31 @@ if [ $stage -le 3 ] && [ $stop_stage -ge 3 ]; then
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fi
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if [ $stage -le 4 ] && [ $stop_stage -ge 4 ]; then
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if [ $stage -le 3 ] && [ $stop_stage -ge 3 ]; then
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echo "Starting Triton server"
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tritonserver --model-repository $model_repo
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fi
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if [ $stage -le 5 ] && [ $stop_stage -ge 5 ]; then
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echo "Testing TensorRT engines"
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if [ $stage -le 4 ] && [ $stop_stage -ge 4 ]; then
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echo "Single request test http"
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python3 client_http.py \
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--reference-audio ./prompt_audio.wav \
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--reference-audio ./assets/prompt_audio.wav \
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--reference-text "吃燕窝就选燕之屋,本节目由26年专注高品质燕窝的燕之屋冠名播出。豆奶牛奶换着喝,营养更均衡,本节目由豆本豆豆奶特约播出。" \
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--target-text "身临其境,换新体验。塑造开源语音合成新范式,让智能语音更自然。" \
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--model-name cosyvoice2
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fi
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if [ $stage -le 6 ] && [ $stop_stage -ge 6 ]; then
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echo "Running benchmark client"
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if [ $stage -le 5 ] && [ $stop_stage -ge 5 ]; then
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echo "Running benchmark client grpc"
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num_task=4
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# set mode=streaming, when decoupled=True
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# set mode=offline, when decoupled=False
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mode=offline
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python3 client_grpc.py \
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--server-addr localhost \
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--model-name cosyvoice2 \
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--num-tasks $num_task \
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--mode offline \
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--mode $mode \
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--huggingface-dataset yuekai/seed_tts_cosy2 \
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--log-dir ./log_concurrent_tasks_${num_task}_offline_bls_4_${trt_dtype}
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--log-dir ./log_concurrent_tasks_${num_task}_${mode}_bls_4_${trt_dtype}
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fi
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