38 lines
745 B
Markdown
38 lines
745 B
Markdown
## Download data
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```
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wget https://raw.githubusercontent.com/merrymercy/merrymercy.github.io/master/files/random_words.json
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python3 gen_data.py --number 1000
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```
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## Run benchmark
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### Benchmark sglang
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```
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python3 -m sglang.launch_server --model-path codellama/CodeLlama-7b-hf --port 30000
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```
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```
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python3 bench_sglang.py --src-index 600 --num-q 50 --parallel 1
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```
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###
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```
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# original
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Accuracy: 0.940, latency: 332.83 s
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# parallel encoding (no_adjust, offset = 1000)
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Accuracy: 0.760, latency: 238.46 s
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# parallel encoding (no_adjust, offset = 3000)
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Accuracy: 0.760, latency: 238.46 s
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# parallel encoding (no_adjust, offset = 0)
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Accuracy: 0.520, latency: 238.46 s
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# parallel encoding (adjust_cache)
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Accuracy: 0.460, latency: 257.66 s
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```
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