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| 1 | +# 单机 deepseek V3 ep 运行模式启动示例, 启动参数中的tp含义发生了变化,代表使用的所有卡数量,并不是tp推理。 |
| 2 | +# max_total_token_num 可以按照实际场景调节。 |
| 3 | +MOE_MODE=EP LOADWORKER=18 python -m lightllm.server.api_server --port 8088 --model_dir /dev/shm/DeepSeek-R1 \ |
| 4 | +--tp 8 \ |
| 5 | +--dp 8 \ |
| 6 | +--max_total_token_num 200000 \ |
| 7 | +--graph_max_batch_size 64 \ |
| 8 | +--batch_max_tokens 8192 \ |
| 9 | +--enable_flashinfer_prefill \ |
| 10 | +--enable_flashinfer_decode \ |
| 11 | +--enable_prefill_microbatch_overlap \ |
| 12 | +--disable_aggressive_schedule |
| 13 | + |
| 14 | +# H800 双机 deepseek V3 ep 运行模式启动实列 |
| 15 | +# 启动命令中的 nccl_host 和 nccl_port 两个节点的必须一致,一般nccl_host设置为 node 0的ip。 |
| 16 | +# max_total_token_num 最佳设置需要按照使用场景和显存情况配置。 |
| 17 | +# 启动后两个节点的8088端口都可以接收访问的请求 |
| 18 | +# node 0 |
| 19 | +MOE_MODE=EP LOADWORKER=18 python -m lightllm.server.api_server --port 8088 --model_dir /dev/shm/DeepSeek-R1 \ |
| 20 | +--tp 16 \ |
| 21 | +--dp 16 \ |
| 22 | +--max_total_token_num 200000 \ |
| 23 | +--graph_max_batch_size 64 \ |
| 24 | +--batch_max_tokens 8192 \ |
| 25 | +--enable_flashinfer_prefill \ |
| 26 | +--enable_flashinfer_decode \ |
| 27 | +--enable_prefill_microbatch_overlap \ |
| 28 | +--nnodes 2 \ |
| 29 | +--node_rank 0 \ |
| 30 | +--nccl_host <node_0_ip> \ |
| 31 | +--nccl_port 2732 |
| 32 | +# node 1 |
| 33 | +MOE_MODE=EP LOADWORKER=18 python -m lightllm.server.api_server --port 8088 --model_dir /dev/shm/DeepSeek-R1 \ |
| 34 | +--tp 16 \ |
| 35 | +--dp 16 \ |
| 36 | +--max_total_token_num 200000 \ |
| 37 | +--graph_max_batch_size 64 \ |
| 38 | +--batch_max_tokens 8192 \ |
| 39 | +--enable_flashinfer_prefill \ |
| 40 | +--enable_flashinfer_decode \ |
| 41 | +--enable_prefill_microbatch_overlap \ |
| 42 | +--nnodes 2 \ |
| 43 | +--node_rank 1 \ |
| 44 | +--nccl_host <node_0_ip> \ |
| 45 | +--nccl_port 2732 |
| 46 | + |
| 47 | +# pd 分离启动示列, 单机 做 P 和 D, 也支持多机组成的D和单机的P混合。 |
| 48 | +# 目前 P D 分离的 PD master可能存在并发处理问题,还需提升。 |
| 49 | + |
| 50 | +# pd master 启动 |
| 51 | +python -m lightllm.server.api_server --model_dir /dev/shm/DeepSeek-R1 --run_mode "pd_master" --host `hostname -i` --port 60011 |
| 52 | + |
| 53 | +# p 启动 |
| 54 | +nvidia-cuda-mps-control -d |
| 55 | +MOE_MODE=EP KV_TRANS_USE_P2P=1 LOADWORKER=18 python -m lightllm.server.api_server --model_dir /dev/shm/DeepSeek-R1 \ |
| 56 | +--run_mode "prefill" \ |
| 57 | +--tp 8 \ |
| 58 | +--dp 8 \ |
| 59 | +--host `hostname -i` \ |
| 60 | +--port 8019 \ |
| 61 | +--nccl_port 2732 \ |
| 62 | +--max_total_token_num 200000 \ |
| 63 | +--batch_max_tokens 8192 \ |
| 64 | +--enable_flashinfer_prefill \ |
| 65 | +--enable_flashinfer_decode \ |
| 66 | +--enable_prefill_microbatch_overlap \ |
| 67 | +--use_dynamic_prompt_cache \ |
| 68 | +--disable_cudagraph \ |
| 69 | +--pd_master_ip <pd_master_ip> \ |
| 70 | +--pd_master_port 60011 |
| 71 | + |
| 72 | +# d 启动 |
| 73 | +nvidia-cuda-mps-control -d |
| 74 | +MOE_MODE=EP KV_TRANS_USE_P2P=1 LOADWORKER=18 python -m lightllm.server.api_server --model_dir /dev/shm/DeepSeek-R1 \ |
| 75 | +--run_mode "decode" \ |
| 76 | +--tp 8 \ |
| 77 | +--dp 8 \ |
| 78 | +--host `hostname -i` \ |
| 79 | +--port 8121 \ |
| 80 | +--nccl_port 12322 \ |
| 81 | +--max_total_token_num 200000 \ |
| 82 | +--graph_max_batch_size 64 \ |
| 83 | +--enable_flashinfer_prefill \ |
| 84 | +--enable_flashinfer_decode \ |
| 85 | +--enable_prefill_microbatch_overlap \ |
| 86 | +--use_dynamic_prompt_cache \ |
| 87 | +--pd_master_ip <pd_master_ip> \ |
| 88 | +--pd_master_port 60011 |
| 89 | + |
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