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Enable embedding online serving benchmark test #922

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@yeonsily yeonsily commented Mar 17, 2025

server:
VLLM_SKIP_WARMUP=true VLLM_PROMPT_USE_FUSEDSDPA=true python3 -m vllm.entrypoints.openai.api_server --port 8080 --model Alibaba-NLP/gte-Qwen2-7B-instruct --task embed --dtype bfloat16

client:
python benchmark_serving.py --backend embed --model Alibaba-NLP/gte-Qwen2-7B-instruct --dataset-name sonnet --dataset-path ./sonnet.txt --request-rate 512 --num-prompts 1000 --port 8080 --sonnet-input-len 2048

@@ -425,6 +425,80 @@ async def async_request_openai_chat_completions(
pbar.update(1)
return output

# VLLM_SKIP_WARMUP=true VLLM_PROMPT_USE_FUSEDSDPA=true python3 -m vllm.entrypoints.openai.api_server --port 8080 --model Alibaba-NLP/gte-Qwen2-7B-instruct --task embed --dtype bfloat16

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Precommit suite failed. Please fix isort, ruff, spell issues

@@ -425,6 +425,80 @@ async def async_request_openai_chat_completions(
pbar.update(1)
return output

# VLLM_SKIP_WARMUP=true VLLM_PROMPT_USE_FUSEDSDPA=true python3 -m vllm.entrypoints.openai.api_server --port 8080 --model Alibaba-NLP/gte-Qwen2-7B-instruct --task embed --dtype bfloat16

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Precommit suite failed. Please fix isort, ruff, spell issues

@michalkuligowski michalkuligowski marked this pull request as draft March 26, 2025 11:20
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2 participants