diff --git a/docs/sphinx_setup/_static/benchmarks_files/llm_models_7-155H.csv b/docs/sphinx_setup/_static/benchmarks_files/llm_models_7-155H.csv index 0d16c5c4998329..fa5ae359fa45c0 100644 --- a/docs/sphinx_setup/_static/benchmarks_files/llm_models_7-155H.csv +++ b/docs/sphinx_setup/_static/benchmarks_files/llm_models_7-155H.csv @@ -1,156 +1,95 @@ -Topology,Precision,Input Size,max rss memory,1st latency (ms),2nd latency (ms),2nd tok/sec -opt-125m-gptq,INT4-MIXED,32,965.9,29,7.7,129.87 -opt-125m-gptq,INT4-MIXED,1024,1507.9,113.1,7.8,128.21 -tiny-llama-1.1b-chat,INT4-MIXED,32,1831.8,46.5,16.7,59.88 -tiny-llama-1.1b-chat,INT4-MIXED,1024,1806.3,635,17.8,56.18 -qwen2-0.5b,INT4-MIXED,32,2551.7,61.4,18.3,54.64 -qwen2-0.5b,INT4-MIXED,1024,2976.6,356.1,19.2,52.08 -tiny-llama-1.1b-chat,INT8-CW,32,1987.4,56,21.6,46.30 -tiny-llama-1.1b-chat,INT8-CW,1024,2209.1,772.7,22.6,44.25 -qwen2-0.5b,INT8-CW,32,2484.9,57.3,22.8,43.86 -qwen2-0.5b,INT8-CW,1024,3102.5,407.1,23.9,41.84 -qwen2-1.5b,INT4-MIXED,32,4265.2,71.7,25.5,39.22 -qwen2-1.5b,INT4-MIXED,1024,4884.5,862.4,26.8,37.31 -dolly-v2-3b,INT4-MIXED,32,2401.3,89.6,27.5,36.36 -red-pajama-incite-chat-3b-v1,INT4-MIXED,32,2511.5,78.6,28.2,35.46 -phi-2,INT4-MIXED,32,2279.5,95.7,29.1,34.36 -minicpm-1b-sft,INT4-MIXED,31,2759.9,104.4,30.9,32.36 -phi-2,INT4-MIXED,32,2620.1,100.8,31,32.26 -stable-zephyr-3b-dpo,INT4-MIXED,30,2636.5,86.8,31.7,31.55 -dolly-v2-3b,INT4-MIXED,1024,3137.1,1782.9,32.2,31.06 -red-pajama-incite-chat-3b-v1,INT4-MIXED,1020,3118.5,1831.7,33.3,30.03 -red-pajama-incite-chat-3b-v1,INT4-MIXED,1024,2862.7,1821.1,33.5,29.85 -qwen2-1.5b,INT8-CW,32,4831.2,87,33.8,29.59 -opt-2.7b,INT4-MIXED,31,2898.3,73.2,33.9,29.50 -phi-2,INT4-MIXED,1024,2797.4,1887,34,29.41 -orca-mini-3b,INT4-MIXED,32,2877.8,100.3,35,28.57 -stablelm-3b-4e1t,INT4-MIXED,32,2669.4,94.7,35.3,28.33 -qwen2-1.5b,INT8-CW,1024,5455.8,1047.6,35.3,28.33 -minicpm-1b-sft,INT8-CW,31,3104.1,103.5,35.3,28.33 -phi-2,INT4-MIXED,1024,3039.8,1917.4,35.9,27.86 -stable-zephyr-3b-dpo,INT4-MIXED,946,3411.4,1695,37,27.03 -gemma-2b-it,INT4-MIXED,32,3991.7,116.1,37.9,26.39 -opt-2.7b,INT4-MIXED,937,3617.5,1764.9,38.2,26.18 -phi-3-mini-4k-instruct,INT4-MIXED,31,2935.3,111.6,38.2,26.18 -phi-3-mini-4k-instruct,INT4-MIXED,38,3102.4,134,38.4,26.04 -phi-3-mini-4k-instruct,INT4-MIXED,31,2986.1,114.1,38.9,25.71 -phi-3-mini-4k-instruct,INT4-MIXED,38,2977.4,131.1,39,25.64 -gemma-2b-it,INT4-MIXED,1024,4973.3,1249.2,39.7,25.19 -stablelm-3b-4e1t,INT4-MIXED,1024,3196.9,2045.4,39.9,25.06 -dolly-v2-3b,INT8-CW,32,3490.2,107.4,41.5,24.10 -red-pajama-incite-chat-3b-v1,INT8-CW,32,3457.9,105,42.5,23.53 -opt-2.7b,INT8-CW,31,3686.8,107.5,44.1,22.68 -phi-2,INT8-CW,32,3554.9,116.6,44.1,22.68 -phi-3-mini-4k-instruct,INT4-MIXED,1023,3390.7,2277.1,44.2,22.62 -phi-3-mini-4k-instruct,INT4-MIXED,1061,3643.6,2485,44.4,22.52 -phi-3-mini-4k-instruct,INT4-MIXED,1023,3516.4,2280.9,44.5,22.47 -phi-3-mini-4k-instruct,INT4-MIXED,1061,3537.2,2522.4,44.7,22.37 -orca-mini-3b,INT4-MIXED,1024,3557.3,1898.9,45,22.22 -minicpm-1b-sft,FP16,31,3814.4,97.9,45.4,22.03 -stablelm-3b-4e1t,INT8-CW,32,3486.9,100.5,46.1,21.69 -stable-zephyr-3b-dpo,INT8-CW,30,3516.7,101.9,46.1,21.69 -dolly-v2-3b,INT8-CW,1024,4265.9,2178.6,46.2,21.65 -red-pajama-incite-chat-3b-v1,INT8-CW,1020,3979.1,2219.7,47.2,21.19 -red-pajama-incite-chat-3b-v1,INT8-CW,1024,3975.5,2199.7,47.3,21.14 -opt-2.7b,INT8-CW,937,4358.6,1981.8,48.4,20.66 -phi-2,INT8-CW,1024,4058.1,2280.1,48.9,20.45 -gemma-2b-it,INT8-CW,32,4786.8,119.8,49.4,20.24 -chatglm3-6b,INT4-MIXED,32,4141.5,166.6,49.7,20.12 -stablelm-3b-4e1t,INT8-CW,1024,4054.8,2243.5,50.7,19.72 -stable-zephyr-3b-dpo,INT8-CW,946,4521.8,1816.4,51.3,19.49 -gemma-2b-it,INT8-CW,1024,5810.7,1580,51.3,19.49 -chatglm3-6b,INT4-MIXED,32,4651.4,164.7,51.6,19.38 -chatglm3-6b,INT4-MIXED,1024,4235.1,2818.7,52.3,19.12 -orca-mini-3b,INT8-CW,32,4162,109.2,53.3,18.76 -chatglm3-6b,INT4-MIXED,1024,4783.8,2869,54.4,18.38 -gpt-j-6b,INT4-MIXED,32,4667.3,176.7,56.3,17.76 -chatglm3-6b-gptq,INT4-MIXED,32,5369.4,173.9,58.9,16.98 -llama-2-7b-chat-hf,INT4-MIXED,32,4280,173.2,60.1,16.64 -phi-3-mini-4k-instruct,INT8-CW,31,4585.1,123,60.5,16.53 -phi-3-mini-4k-instruct,INT8-CW,38,4597,152,60.5,16.53 -chatglm2-6b,INT4-MIXED,32,4847.8,158.7,60.6,16.50 -vicuna-7b-v1.5,INT4-MIXED,32,4476.9,178.2,61.2,16.34 -chatglm3-6b-gptq,INT4-MIXED,1024,5217.6,2863.7,61.3,16.31 -mistral-7b-v0.1,INT4-MIXED,31,4413.6,194,61.7,16.21 -qwen2-7b,INT4-MIXED,32,7044.7,184.4,61.7,16.21 -mistral-7b-v0.1,INT4-MIXED,32,4427.6,193.3,61.8,16.18 -orca-mini-3b,INT8-CW,1024,4821.6,2239.1,62,16.13 -codegen25-7b,INT4-MIXED,32,4687.2,176.2,62.7,15.95 -chatglm2-6b,INT4-MIXED,1024,5165.9,3148,63,15.87 -llama-2-7b-gptq,INT4-MIXED,32,4632.8,175.2,63.4,15.77 -stablelm-7b,INT4-MIXED,32,5219.5,206.3,63.4,15.77 -qwen-7b-chat,INT4-MIXED,32,7805.6,193.8,63.6,15.72 -gpt-j-6b,INT4-MIXED,1024,5314.9,3111.8,63.6,15.72 -qwen2-7b,INT4-MIXED,1024,7716.2,3548.3,64.1,15.60 -llama-3-8b,INT4-MIXED,32,4910.9,204.8,64.7,15.46 -mistral-7b-v0.1,INT4-MIXED,1024,4720.8,3667.1,64.8,15.43 -mistral-7b-v0.1,INT4-MIXED,1007,4704.7,3685.4,64.9,15.41 -llama-3.1-8b,INT4-MIXED,31,4850.3,211.5,64.9,15.41 -phi-3-mini-4k-instruct,INT8-CW,1023,5128.6,2815.2,65.7,15.22 -phi-3-mini-4k-instruct,INT8-CW,1061,5155,3407.9,65.9,15.17 -mistral-7b-v0.1,INT4-MIXED,32,4939.3,192,66.5,15.04 -llama-3-8b,INT4-MIXED,33,4919.4,261.9,67.2,14.88 -llama-2-7b-chat-hf,INT4-MIXED,1024,4948.2,3811,67.3,14.86 -qwen1.5-7b-chat,INT4-MIXED,32,5943.1,180.5,67.7,14.77 -qwen-7b-chat-gptq,INT4-MIXED,32,8057,187,68.1,14.68 -llama-3-8b,INT4-MIXED,32,5503.5,198.4,68.1,14.68 -qwen-7b-chat,INT4-MIXED,32,8091.6,185.9,68.1,14.68 -llama-3-8b,INT4-MIXED,1024,5569.1,3920.5,68.2,14.66 -llama-3.1-8b,INT4-MIXED,31,5358.6,201,68.2,14.66 -stablelm-7b,INT4-MIXED,1020,5804.4,3726.6,68.8,14.53 -llama-3.1-8b,INT4-MIXED,31,5452.6,202.9,68.8,14.53 -llama-2-7b-chat-hf,INT4-MIXED,32,5023,165.7,69,14.49 -llama-3-8b,INT4-MIXED,32,5413.6,202,69.1,14.47 -llama-3-8b,INT4-MIXED,33,5440.4,262.1,69.2,14.45 -codegen25-7b,INT4-MIXED,1024,5434.6,3513.2,69.9,14.31 -mistral-7b-v0.1,INT4-MIXED,1024,5614.9,3819.1,70,14.29 -mistral-7b-v0.1,INT4-MIXED,31,4927.8,205,70.5,14.18 -llama-3-8b,INT4-MIXED,33,5498.9,270.7,70.6,14.16 -llama-3-8b,INT4-MIXED,1025,5577.4,4271.2,70.6,14.16 -llama-2-7b-gptq,INT4-MIXED,1024,5302.2,3529.4,70.7,14.14 -zephyr-7b-beta,INT4-MIXED,32,5212.4,190.6,71.2,14.04 -llama-3-8b,INT4-MIXED,1024,6161.1,3918,71.5,13.99 -llama-3-8b,INT4-MIXED,1025,6098,4441.8,72.3,13.83 -llama-3-8b,INT4-MIXED,1024,6071.7,3972.2,72.4,13.81 -mistral-7b-v0.1,INT4-MIXED,1007,5224.1,4153.4,73.8,13.55 -llama-3-8b,INT4-MIXED,1025,6156.9,4357,73.9,13.53 -zephyr-7b-beta,INT4-MIXED,1024,5511.6,3978,74.4,13.44 -opt-2.7b,FP16,31,9220.3,107.8,74.7,13.39 -dolly-v2-3b,FP16,32,6058.9,109.9,74.7,13.39 -qwen1.5-7b-chat,INT4-MIXED,1024,7063.2,3791.7,75,13.33 -qwen-7b-chat,INT4-MIXED,1024,8919.5,3763.9,75,13.33 -red-pajama-incite-chat-3b-v1,FP16,32,6036.5,107.5,75.9,13.18 -llama-2-7b-chat-hf,INT4-MIXED,1024,5716.8,4231.7,76.2,13.12 -phi-2,FP16,32,6090.1,115.2,77.1,12.97 -stable-zephyr-3b-dpo,FP16,30,6113.1,112.1,78.6,12.72 -qwen-7b-chat,INT4-MIXED,1024,9212.9,3857.4,78.6,12.72 -stablelm-3b-4e1t,FP16,32,6065.4,110.2,78.7,12.71 -opt-2.7b,FP16,937,9733.8,3750.8,78.8,12.69 -dolly-v2-3b,FP16,1024,6615.2,2230.9,79.1,12.64 -red-pajama-incite-chat-3b-v1,FP16,1020,6588.3,2259.4,80.2,12.47 -glm-4-9b,INT4-MIXED,33,6386.2,328,80.4,12.44 -red-pajama-incite-chat-3b-v1,FP16,1024,6570.3,2268.7,80.4,12.44 -baichuan2-7b-chat,INT4-MIXED,32,5977.9,201.7,81,12.35 -glm-4-9b,INT4-MIXED,32,6389.7,248.1,81,12.35 -phi-2,FP16,1024,6646.2,2406.7,81.4,12.29 -stable-zephyr-3b-dpo,FP16,946,6875.7,1868.2,82.9,12.06 -stablelm-3b-4e1t,FP16,1024,6636.1,2036.9,83,12.05 -chatglm2-6b,INT8-CW,32,6731.8,159.2,84.4,11.85 -glm-4-9b,INT4-MIXED,1025,7061.4,4939.2,85.2,11.74 -qwen-7b-chat-gptq,INT4-MIXED,1024,9175.3,3898,85.3,11.72 -gemma-7b-it,INT4-MIXED,32,7883.9,230.5,86,11.63 -gemma-7b-it,INT4-MIXED,32,8002.6,235,86.1,11.61 -glm-4-9b,INT4-MIXED,1024,7064.9,4411.2,86.2,11.60 -gpt-j-6b,INT8-CW,32,7009.2,176.8,86.4,11.57 -chatglm2-6b,INT8-CW,1024,7050.5,3871.6,86.8,11.52 -chatglm3-6b,INT8-CW,32,6755.9,159,86.8,11.52 -baichuan2-7b-chat,INT4-MIXED,1024,7033.3,4049,88.8,11.26 -chatglm3-6b,INT8-CW,1024,7076.5,3865.9,89.2,11.21 -qwen-7b-chat,INT4-MIXED,32,9245.7,176.3,90,11.11 -gemma-7b-it,INT4-MIXED,1024,9449.4,4305.8,93.2,10.73 -gpt-j-6b,INT8-CW,1024,7672.3,4181.1,93.5,10.70 -gemma-7b-it,INT4-MIXED,1024,9330.5,4222.5,93.7,10.67 -orca-mini-3b,FP16,32,7416.5,122.3,94.7,10.56 -codegen25-7b,INT8-CW,32,7557.6,170.7,98.4,10.16 -qwen-7b-chat,INT4-MIXED,1024,10371.1,4271.7,98.9,10.11 -llama-2-7b-chat-hf,INT8-CW,32,7390.6,171.6,99.9,10.01 +opt-125m-gptq,INT4-MIXED,32,1116,25.8,8.1,123.5 +opt-125m-gptq,INT4-MIXED,1024,1187.1,75.2,8.2,122.0 +qwen2-0.5b,INT4-MIXED,32,1587.4,45.1,15.4,64.9 +qwen2-0.5b,INT4-MIXED,1024,1587.8,228.2,15.6,64.1 +tiny-llama-1.1b-chat,INT4-MIXED,32,1704.2,42.4,17.6,56.8 +tiny-llama-1.1b-chat,INT4-MIXED,1024,1616.3,489.2,18.9,52.9 +qwen2-0.5b,INT8-CW,32,1477.3,51.5,20.2,49.5 +qwen2-0.5b,INT8-CW,1024,1592,263.7,20.6,48.5 +tiny-llama-1.1b-chat,INT8-CW,32,1855.6,60.2,20.7,48.3 +tiny-llama-1.1b-chat,INT8-CW,1024,1992.6,618.2,21.7,46.1 +qwen2-1.5b,INT4-MIXED,32,2024.2,59.6,23.1,43.3 +bloomz-560m,FP16,1024,2773.1,647.8,23.8,42.0 +qwen2-1.5b,INT4-MIXED,1024,2177.7,577.4,23.8,42.0 +bloomz-560m,FP16,32,2582.7,44.2,25.1,39.8 +dolly-v2-3b,INT4-MIXED,32,2507.9,79.8,29.4,34.0 +phi-2,INT4-MIXED,32,2568.9,74.6,29.7,33.7 +qwen2-1.5b,INT8-CW,32,2577.3,81.6,30.5,32.8 +red-pajama-incite-chat-3b-v1,INT4-MIXED,32,2489.4,69.9,30.5,32.8 +minicpm-1b-sft,INT4-MIXED,31,2442.1,84.7,31,32.3 +qwen2-1.5b,INT8-CW,1024,2739.8,773.3,31.2,32.1 +gemma-2b-it,INT4-MIXED,32,2998.2,103.5,31.4,31.8 +dolly-v2-3b,INT4-MIXED,1024,2508.1,1396.6,32,31.3 +gemma-2b-it,INT4-MIXED,1024,3171.5,822.3,32.2,31.1 +phi-2,INT4-MIXED,1024,2940.5,1395.3,32.2,31.1 +red-pajama-incite-chat-3b-v1,INT4-MIXED,1023,2489.6,1435.5,33.1,30.2 +minicpm-1b-sft,INT8-CW,31,2818.6,86.9,33.4,29.9 +stable-zephyr-3b-dpo,INT4-MIXED,32,2638.2,87.4,33.8,29.6 +stablelm-3b-4e1t,INT4-MIXED,32,2750.5,89.4,35.6,28.1 +stablelm-3b-4e1t,INT4-MIXED,1023,3115.5,1473.1,38.1,26.2 +phi-3-mini-4k-instruct,INT4-MIXED,32,3039.1,109.2,40.4,24.8 +phi-2,INT8-CW,32,3599.7,107.5,42.1,23.8 +gemma-2b-it,INT8-CW,32,3845.4,111.3,42.2,23.7 +dolly-v2-3b,INT8-CW,32,3596.4,110.1,42.5,23.5 +gemma-2b-it,INT8-CW,1024,3844.6,1183,43,23.3 +red-pajama-incite-chat-3b-v1,INT8-CW,32,3590,111,43.3,23.1 +phi-3-mini-4k-instruct,INT4-MIXED,1024,3467.6,1721.6,43.5,23.0 +stablelm-3b-4e1t,INT8-CW,32,3582.8,111,44.3,22.6 +stable-zephyr-3b-dpo,INT8-CW,32,3607.2,110.2,44.5,22.5 +phi-2,INT8-CW,1024,3982,1508,44.6,22.4 +dolly-v2-3b,INT8-CW,1024,3596.5,1529.1,44.9,22.3 +minicpm-1b-sft,FP16,31,3769.9,84,45.4,22.0 +red-pajama-incite-chat-3b-v1,INT8-CW,1023,3952,2064.5,45.7,21.9 +stablelm-3b-4e1t,INT8-CW,1023,3934.5,2286.3,46.8,21.4 +gpt-j-6b,INT4-MIXED,32,4443.5,159.3,56.7,17.6 +phi-3-mini-4k-instruct,INT8-CW,32,4545,117.1,57.6,17.4 +phi-3-mini-4k-instruct,INT8-CW,1024,4810.4,2068.8,60.5,16.5 +gpt-j-6b,INT4-MIXED,1024,4746.4,2397,60.6,16.5 +falcon-7b-instruct,INT4-MIXED,32,5014,203.7,61.3,16.3 +qwen2-7b,INT4-MIXED,32,5269.4,203.8,62.3,16.1 +codegen25-7b,INT4-MIXED,32,4641.1,170.6,63.5,15.7 +llama-2-7b-gptq,INT4-MIXED,32,4597.3,172.1,63.5,15.7 +falcon-7b-instruct,INT4-MIXED,1024,5230.6,2695.3,63.6,15.7 +qwen2-7b,INT4-MIXED,1024,5370.8,2505.9,63.9,15.6 +decilm-7b-instruct,INT4-MIXED,36,4614.2,301.1,65.3,15.3 +codegen25-7b,INT4-MIXED,1024,4641.9,2629.6,67.4,14.8 +llama-2-7b-gptq,INT4-MIXED,1024,4928.1,2584.3,67.6,14.8 +mistral-7b-v0.1,INT4-MIXED,32,4928.5,180.9,69.2,14.5 +llama-2-7b-chat-hf,INT4-MIXED,32,4985.7,160.3,69.5,14.4 +qwen-7b-chat-gptq,INT4-MIXED,32,5426.7,188.3,69.5,14.4 +llama-3-8b,INT4-MIXED,33,5473.4,285.7,70,14.3 +flan-t5-xxl,INT4-MIXED,33,19293.8,211.7,70.1,14.3 +llama-3-8b,INT4-MIXED,33,5389.2,281,70.8,14.1 +mistral-7b-v0.1,INT4-MIXED,1024,5225.4,2713.3,71.8,13.9 +zephyr-7b-beta,INT4-MIXED,32,5306.1,177.9,72.1,13.9 +llama-3-8b,INT4-MIXED,1025,5615.2,2937.8,72.4,13.8 +llama-3-8b,INT4-MIXED,1025,5531.7,2815.4,73.2,13.7 +llama-2-7b-chat-hf,INT4-MIXED,1024,5319.5,2736.2,73.6,13.6 +phi-2,FP16,32,6197,104.6,74.7,13.4 +zephyr-7b-beta,INT4-MIXED,1024,5306.4,2802.3,74.7,13.4 +qwen-7b-chat-gptq,INT4-MIXED,1024,5934.9,2606.9,75,13.3 +dolly-v2-3b,FP16,32,6195.1,105.3,75.3,13.3 +baichuan2-7b-chat,INT4-MIXED,32,5837.9,188.5,76.8,13.0 +red-pajama-incite-chat-3b-v1,FP16,32,6178.6,118,76.8,13.0 +gemma-7b-it,INT4-MIXED,32,6495.9,230.6,77,13.0 +stablelm-3b-4e1t,FP16,32,6174.2,105.9,77.1,13.0 +stable-zephyr-3b-dpo,FP16,32,6217.8,107.9,77.2,13.0 +glm-4-9b-chat,INT4-MIXED,32,6333.4,225,77.3,12.9 +phi-2,FP16,1024,6411.5,2065.2,77.3,12.9 +dolly-v2-3b,FP16,1024,6410.1,2075,77.7,12.9 +llama-3.1-8b,INT4-MIXED,32,6324.6,182.2,78.8,12.7 +red-pajama-incite-chat-3b-v1,FP16,1023,6394.2,2752.4,79.2,12.6 +stablelm-3b-4e1t,FP16,1023,6386.9,2953.3,79.5,12.6 +glm-4-9b-chat,INT4-MIXED,1024,6439.5,3282.2,80,12.5 +baichuan2-7b-chat,INT4-MIXED,1024,6174.1,2752.6,80.6,12.4 +gemma-7b-it,INT4-MIXED,1024,6795.4,3118.3,80.6,12.4 +llama-3.1-8b,INT4-MIXED,1024,6324.8,2865.7,81.3,12.3 +gpt-j-6b,INT8-CW,32,6793.2,167.6,85,11.8 +qwen-7b-chat,INT4-MIXED,32,7274.8,168.8,85.2,11.7 +gpt-j-6b,INT8-CW,1024,6793.3,2668.4,88.8,11.3 +qwen-7b-chat,INT4-MIXED,1024,7610.3,2991.9,90.6,11.0 +flan-t5-xxl,INT4-MIXED,1139,23514,540.8,94.9,10.5 +falcon-7b-instruct,INT8-CW,32,7764.1,181.3,95.5,10.5 +llama-2-7b-chat-hf,INT8-CW,32,7330.9,172,96.1,10.4 +falcon-7b-instruct,INT8-CW,1024,7987.4,3072.8,98.1,10.2 +qwen2-7b,INT8-CW,32,8175.3,211.3,99.6,10.0 diff --git a/docs/sphinx_setup/_static/benchmarks_files/llm_models_7-258V.csv b/docs/sphinx_setup/_static/benchmarks_files/llm_models_7-258V.csv index 09799a2de31fe6..9aa769e4dd61b9 100644 --- a/docs/sphinx_setup/_static/benchmarks_files/llm_models_7-258V.csv +++ b/docs/sphinx_setup/_static/benchmarks_files/llm_models_7-258V.csv @@ -1,182 +1,116 @@ -Topology,Precision,Input Size,max rss memory,1st latency (ms),2nd latency (ms),2nd tok/sec -opt-125m-gptq,INT4-MIXED,1024,1513.6,81.9,7.8,128.21 -opt-125m-gptq,INT4-MIXED,32,979.9,50.4,7.9,126.58 -tiny-llama-1.1b-chat,INT4-MIXED,1024,1943.3,176.3,16.8,59.52 -tiny-llama-1.1b-chat,INT4-MIXED,32,1982.2,59.5,17.1,58.48 -qwen2-0.5b,INT4-MIXED,32,2678,117.3,18.7,53.48 -tiny-llama-1.1b-chat,INT8-CW,32,2080.9,59.4,19,52.63 -qwen2-0.5b,INT4-MIXED,1024,3036.1,165.5,19.2,52.08 -tiny-llama-1.1b-chat,INT8-CW,1024,2287,241.4,19.6,51.02 -qwen2-0.5b,INT8-CW,1024,3084.9,172.1,20,50.00 -qwen2-0.5b,INT8-CW,32,2518,105.5,21.4,46.73 -red-pajama-incite-chat-3b-v1,INT4-MIXED,32,2793.6,141.8,23.9,41.84 -qwen2-1.5b,INT4-MIXED,32,4515.4,118.7,24,41.67 -qwen2-1.5b,INT4-MIXED,1024,4930.1,229.6,24.3,41.15 -dolly-v2-3b,INT4-MIXED,32,2486.1,174,25.4,39.37 -phi-2,INT4-MIXED,32,2552.9,210.6,26.9,37.17 -red-pajama-incite-chat-3b-v1,INT4-MIXED,1020,2934.1,464.5,27.5,36.36 -qwen2-1.5b,INT8-CW,32,4813.4,119.1,27.8,35.97 -opt-2.7b,INT4-MIXED,31,3172.5,131.9,28.5,35.09 -red-pajama-incite-chat-3b-v1,INT4-MIXED,1024,3038.2,447.1,28.6,34.97 -dolly-v2-3b,INT4-MIXED,1024,2947.4,409,28.8,34.72 -qwen2-1.5b,INT8-CW,1024,5394.8,327.9,29.3,34.13 -stable-zephyr-3b-dpo,INT4-MIXED,30,2728.1,131.2,29.8,33.56 -phi-2,INT4-MIXED,32,2805.1,208.3,30.2,33.11 -minicpm-1b-sft,INT8-CW,31,3104.2,147.8,30.9,32.36 -phi-2,INT4-MIXED,1024,3058.9,602.9,31.1,32.15 -minicpm-1b-sft,INT4-MIXED,31,2970.1,183.7,31.1,32.15 -stablelm-3b-4e1t,INT4-MIXED,32,3077.1,183.2,31.6,31.65 -opt-2.7b,INT4-MIXED,937,3416.7,429.4,31.6,31.65 -stable-zephyr-3b-dpo,INT4-MIXED,946,3211.8,428.8,32.3,30.96 -phi-3-mini-4k-instruct,INT4-MIXED,31,3014.5,116,32.5,30.77 -phi-3-mini-4k-instruct,INT4-MIXED,38,2957.4,153.9,32.5,30.77 -phi-2,INT4-MIXED,1024,3278.9,613.3,33.4,29.94 -phi-3-mini-4k-instruct,INT4-MIXED,38,3288.5,152.9,33.4,29.94 -phi-3-mini-4k-instruct,INT4-MIXED,31,3265.1,123.6,34.1,29.33 -gemma-2b-it,INT4-MIXED,32,4162.1,208.8,34.2,29.24 -stablelm-3b-4e1t,INT4-MIXED,1024,3525.8,524.5,35,28.57 -phi-3-mini-4k-instruct,INT4-MIXED,1061,3427.8,777.5,36.5,27.40 -phi-3-mini-4k-instruct,INT4-MIXED,1023,3405.4,554.1,36.7,27.25 -gemma-2b-it,INT4-MIXED,1024,5053.1,354.8,36.9,27.10 -minicpm-1b-sft,FP16,31,3595.5,124.9,36.9,27.10 -phi-3-mini-4k-instruct,INT4-MIXED,1061,3547.2,755.8,37.1,26.95 -phi-3-mini-4k-instruct,INT4-MIXED,1023,3528.4,536.4,37.4,26.74 -red-pajama-incite-chat-3b-v1,INT8-CW,32,3747.7,189.9,38.1,26.25 -opt-2.7b,INT8-CW,31,3810.7,145.7,38.5,25.97 -chatglm3-6b,INT4-MIXED,32,4120.7,67.3,38.7,25.84 -dolly-v2-3b,INT8-CW,32,3747,188.4,39.2,25.51 -chatglm3-6b,INT4-MIXED,32,4482.9,69.9,40.7,24.57 -chatglm3-6b,INT4-MIXED,1024,4146,606.8,41,24.39 -opt-2.7b,INT8-CW,937,4458.9,587.8,41.8,23.92 -red-pajama-incite-chat-3b-v1,INT8-CW,1024,4088.4,634.1,41.9,23.87 -red-pajama-incite-chat-3b-v1,INT8-CW,1020,4086.8,653.4,42,23.81 -phi-2,INT8-CW,32,3794.6,202.7,42.1,23.75 -chatglm3-6b,INT4-MIXED,1024,4446.7,598.6,42.3,23.64 -stablelm-3b-4e1t,INT8-CW,32,3652.5,146,42.6,23.47 -stable-zephyr-3b-dpo,INT8-CW,30,3768.6,151.9,42.6,23.47 -dolly-v2-3b,INT8-CW,1024,4092,603.1,42.9,23.31 -stablelm-3b-4e1t,INT8-CW,1024,4143.2,671.7,45.2,22.12 -gemma-2b-it,INT8-CW,32,4878.4,221.6,45.6,21.93 -phi-2,INT8-CW,1024,4153.6,810.3,46,21.74 -llama-2-7b-chat-hf,INT4-MIXED,32,4394.6,109.7,46.2,21.65 -chatglm3-6b-gptq,INT4-MIXED,32,5218.9,79.7,46.7,21.41 -stable-zephyr-3b-dpo,INT8-CW,946,4360.1,627.8,46.8,21.37 -vicuna-7b-v1.5,INT4-MIXED,32,4482.3,101.2,47.2,21.19 -gemma-2b-it,INT8-CW,1024,5837.1,507.1,48,20.83 -llama-2-7b-gptq,INT4-MIXED,32,4734.3,102.8,48.1,20.79 -orca-mini-3b,INT4-MIXED,32,2720.1,132,48.1,20.79 -qwen-7b-chat,INT4-MIXED,32,7803.7,178.5,48.3,20.70 -mistral-7b-v0.1,INT4-MIXED,31,4537.5,99,48.5,20.62 -codegen25-7b,INT4-MIXED,32,4723.3,108.5,48.5,20.62 -chatglm3-6b-gptq,INT4-MIXED,1024,5150.8,614.2,48.8,20.49 -mistral-7b-v0.1,INT4-MIXED,32,4572,102.9,48.8,20.49 -llama-3-8b,INT4-MIXED,33,4991.2,252.2,50.9,19.65 -qwen-7b-chat-gptq,INT4-MIXED,32,8088.4,212.6,51,19.61 -chatglm2-6b,INT4-MIXED,32,4960.6,105.5,51.2,19.53 -gpt-j-6b,INT4-MIXED,32,4699.5,259.2,51.4,19.46 -llama-3.1-8b,INT4-MIXED,31,4897.8,106.9,51.5,19.42 -llama-3-8b,INT4-MIXED,32,4999.7,105.9,51.6,19.38 -qwen-7b-chat,INT4-MIXED,32,8085.9,193.5,51.7,19.34 -falcon-7b-instruct,INT4-MIXED,32,5416.2,175,52.5,19.05 -mistral-7b-v0.1,INT4-MIXED,1007,4772.6,803,52.6,19.01 -qwen1.5-7b-chat,INT4-MIXED,32,6027.3,174.9,53,18.87 -mistral-7b-v0.1,INT4-MIXED,1024,4775,717.6,53,18.87 -llama-2-7b-chat-hf,INT4-MIXED,1024,4976.5,992.1,53.1,18.83 -qwen2-7b,INT4-MIXED,32,7087.1,138.1,53.3,18.76 -llama-2-7b-gptq,INT4-MIXED,1024,5351.2,711.6,53.7,18.62 -llama-3-8b,INT4-MIXED,32,5472.8,109.4,53.7,18.62 -phi-3-mini-4k-instruct,INT8-CW,38,4575.3,115.9,53.7,18.62 -stablelm-7b,INT4-MIXED,32,5213.7,128.5,53.8,18.59 -phi-3-mini-4k-instruct,INT8-CW,31,4571.8,118.9,53.8,18.59 -llama-3-8b,INT4-MIXED,33,5480.4,246.8,53.9,18.55 -llama-3-8b,INT4-MIXED,32,5528.2,144.9,54.3,18.42 -llama-3.1-8b,INT4-MIXED,31,5377.3,112.8,54.3,18.42 -chatglm2-6b,INT4-MIXED,1024,5232.3,759.6,54.6,18.32 -llama-3.1-8b,INT4-MIXED,31,5440.4,126.4,54.8,18.25 -llama-3-8b,INT4-MIXED,33,5532.8,248.2,54.9,18.21 -codegen25-7b,INT4-MIXED,1024,5412.9,714.8,55,18.18 -mistral-7b-v0.1,INT4-MIXED,32,4998.5,117.3,55.2,18.12 -mistral-7b-v0.1,INT4-MIXED,31,5000.2,122.4,55.6,17.99 -llama-3-8b,INT4-MIXED,1024,5594,953.5,56.6,17.67 -gpt-j-6b,INT4-MIXED,1024,5323.8,1254,56.8,17.61 -llama-3-8b,INT4-MIXED,1025,5596.7,1192.3,56.8,17.61 -qwen2-7b,INT4-MIXED,1024,7722.1,714.2,57,17.54 -phi-3-mini-4k-instruct,INT8-CW,1023,5067.1,818.5,57.4,17.42 -phi-3-mini-4k-instruct,INT8-CW,1061,5086.1,975.1,57.4,17.42 -llama-2-7b-chat-hf,INT4-MIXED,32,5087.7,126.2,57.9,17.27 -stablelm-7b,INT4-MIXED,1020,5780.5,1248.4,59,16.95 -llama-3-8b,INT4-MIXED,1025,6088.9,1381.5,59,16.95 -llama-3-8b,INT4-MIXED,1024,6084.8,931.2,59.2,16.89 -llama-3-8b,INT4-MIXED,1025,6141.2,1494.3,59.4,16.84 -llama-3-8b,INT4-MIXED,1024,6133.8,1075.2,59.6,16.78 -mistral-7b-v0.1,INT4-MIXED,1024,5472.6,794.3,59.7,16.75 -zephyr-7b-beta,INT4-MIXED,32,5328.5,103.5,59.8,16.72 -falcon-7b-instruct,INT4-MIXED,1024,5677.5,686.2,59.8,16.72 -mistral-7b-v0.1,INT4-MIXED,1007,5243.5,1074,59.9,16.69 -qwen1.5-7b-chat,INT4-MIXED,1024,7096.7,1132.7,60,16.67 -qwen-7b-chat,INT4-MIXED,1024,8872.6,792.8,61,16.39 -qwen-7b-chat,INT4-MIXED,1024,9164.4,822.6,63.3,15.80 -orca-mini-3b,INT8-CW,32,4221.7,170.6,63.5,15.75 -llama-2-7b-chat-hf,INT4-MIXED,1024,5708.1,1397.9,63.6,15.72 -glm-4-9b,INT4-MIXED,33,6402.9,307.1,63.8,15.67 -zephyr-7b-beta,INT4-MIXED,1024,5572.4,1156.4,64.3,15.55 -glm-4-9b,INT4-MIXED,32,6383.1,256.2,64.5,15.50 -baichuan2-7b-chat,INT4-MIXED,32,5926.3,191.8,65.8,15.20 -opt-2.7b,FP16,31,5886,112.2,68,14.71 -dolly-v2-3b,FP16,32,6161.5,147.5,69.5,14.39 -red-pajama-incite-chat-3b-v1,FP16,32,6265.4,146.2,69.6,14.37 -glm-4-9b,INT4-MIXED,1024,6994.5,1013.7,69.8,14.33 -opt-2.7b,FP16,937,6345,379.5,71.6,13.97 -glm-4-9b,INT4-MIXED,1025,7014.9,1416.8,72.5,13.79 -phi-2,FP16,32,6204.7,189.2,72.9,13.72 -stable-zephyr-3b-dpo,FP16,30,6221.4,159.7,73,13.70 -dolly-v2-3b,FP16,1024,6669.9,424.3,73.3,13.64 -red-pajama-incite-chat-3b-v1,FP16,1020,6658.8,484.7,73.4,13.62 -stablelm-3b-4e1t,FP16,32,6216.3,145.4,73.5,13.61 -qwen-7b-chat,INT4-MIXED,32,9294.9,144.4,73.8,13.55 -red-pajama-incite-chat-3b-v1,FP16,1024,6755.1,469.1,73.9,13.53 -qwen-7b-chat-gptq,INT4-MIXED,1024,9152.1,827.2,75.1,13.32 -gemma-7b-it,INT4-MIXED,32,7991.4,128.6,75.8,13.19 -chatglm2-6b,INT8-CW,32,6854.4,110.2,76.3,13.11 -chatglm3-6b,INT8-CW,32,6754.8,112.3,76.4,13.09 -stable-zephyr-3b-dpo,FP16,946,6940,428.6,76.7,13.04 -baichuan2-7b-chat,INT4-MIXED,1024,6930.2,1229.5,76.7,13.04 -gemma-7b-it,INT4-MIXED,32,8061.5,125.6,76.7,13.04 -stablelm-3b-4e1t,FP16,1024,6722.9,480.8,77,12.99 -phi-2,FP16,1024,6709.4,624.1,77.2,12.95 -chatglm2-6b,INT8-CW,1024,7132.9,1361.9,78.7,12.71 -chatglm3-6b,INT8-CW,1024,7037.5,1389.2,78.7,12.71 -qwen-7b-chat,INT4-MIXED,1024,10374.1,1357.5,81.1,12.33 -gemma-7b-it,INT4-MIXED,1024,9398,1268.5,82.7,12.09 -gemma-7b-it,INT4-MIXED,1024,9469.5,1268,83.2,12.02 -gpt-j-6b,INT8-CW,32,7126.5,255.2,87.2,11.47 -falcon-7b-instruct,INT8-CW,32,8287.6,131.1,88.4,11.31 -llama-2-7b-chat-hf,INT8-CW,32,7474.9,139.5,89.7,11.15 -codegen25-7b,INT8-CW,32,7559.4,138,90.8,11.01 -vicuna-7b-v1.5,INT8-CW,32,7390.8,136.6,90.8,11.01 -falcon-7b-instruct,INT8-CW,1024,8546.8,1205.9,92.2,10.85 -stablelm-7b,INT8-CW,32,8356.4,143,92.4,10.82 -qwen2-7b,INT8-CW,32,9940.7,132,92.5,10.81 -baichuan2-13b-chat,INT4-MIXED,32,9879.2,184.9,93.3,10.72 -phi-3-mini-4k-instruct,FP16,38,8290,125.2,93.4,10.71 -phi-3-mini-4k-instruct,FP16,31,8290.5,109.5,93.5,10.70 -gpt-j-6b,INT8-CW,1024,7759,1996.8,93.9,10.65 -llama-2-7b-chat-hf,INT8-CW,1024,8097.8,1701.6,94.7,10.56 -phi-3-medium-4k-instruct,INT4-MIXED,38,8210.4,527,95.1,10.52 -mistral-7b-v0.1,INT8-CW,31,7882.4,128.6,95.1,10.52 -vicuna-7b-v1.5,INT8-CW,1024,8013.2,1558.1,95.1,10.52 -mistral-7b-v0.1,INT8-CW,32,7886.9,140.6,95.2,10.50 -qwen2-7b,INT8-CW,1024,10573.1,1564.5,95.3,10.49 -codegen25-7b,INT8-CW,1024,8253.1,1526.3,95.7,10.45 -zephyr-7b-beta,INT8-CW,32,7785.3,144.4,95.8,10.44 -stablelm-7b,INT8-CW,1020,8921.9,1845,96.9,10.32 -mistral-7b-v0.1,INT8-CW,1007,8127.4,1648.4,97.4,10.27 -qwen-7b-chat,INT8-CW,32,11083.2,140.6,97.7,10.24 -qwen1.5-7b-chat,INT8-CW,32,8870,156.4,98.1,10.19 -llama-3.1-8b,INT8-CW,31,8600.3,189.2,98.4,10.16 -mistral-7b-v0.1,INT8-CW,1024,8134.7,1554.1,98.4,10.16 -qwen-14b-chat,INT4-MIXED,32,9876.2,192.3,98.6,10.14 -zephyr-7b-beta,INT8-CW,1024,8035.2,1580.4,98.8,10.12 -llama-3-8b,INT8-CW,32,8694.2,150.7,99.5,10.05 -llama-3-8b,INT8-CW,33,8700.4,175.4,99.8,10.02 -phi-3-mini-4k-instruct,FP16,1023,8795.2,601.3,99.9,10.01 +opt-125m-gptq,INT4-MIXED,32,1150.2,35.1,8.2,122.0 +opt-125m-gptq,INT4-MIXED,1024,1228,67,8.2,122.0 +qwen2-0.5b,INT4-MIXED,1024,1596.2,83.6,14.4,69.4 +qwen2-0.5b,INT4-MIXED,32,1675.6,63.6,14.9,67.1 +qwen2-0.5b,INT8-CW,32,1857.5,56.9,15,66.7 +qwen2-0.5b,INT8-CW,1024,1663.5,87,15,66.7 +bloomz-560m,INT8-CW,32,1761.1,62.4,15.1,66.2 +tiny-llama-1.1b-chat,INT4-MIXED,1024,1687.9,158.7,15.3,65.4 +bloomz-560m,INT4-MIXED,32,1894.2,40.1,15.4,64.9 +tiny-llama-1.1b-chat,INT4-MIXED,32,1833,74.5,15.7,63.7 +bloomz-560m,INT8-CW,1024,1689.2,146.2,15.8,63.3 +bloomz-560m,INT4-MIXED,1024,1791,150.1,16.4,61.0 +tiny-llama-1.1b-chat,INT8-CW,32,2132.3,35.6,18.1,55.2 +bloomz-560m,FP16,32,2395,36,18.4,54.3 +tiny-llama-1.1b-chat,INT8-CW,1024,1986.4,149.3,19.2,52.1 +bloomz-560m,FP16,1024,2344.4,157.4,19.3,51.8 +qwen2-1.5b,INT4-MIXED,1024,2175.1,184.9,20.4,49.0 +qwen2-1.5b,INT4-MIXED,32,2066.2,94.9,20.6,48.5 +red-pajama-incite-chat-3b-v1,INT4-MIXED,32,2599.8,118.1,25,40.0 +qwen2-1.5b,INT8-CW,32,2377.4,83.3,25.1,39.8 +qwen2-1.5b,INT8-CW,1024,2483.3,189.6,25.3,39.5 +gemma-2b-it,INT4-MIXED,32,2594.3,181.4,26.1,38.3 +phi-2,INT4-MIXED,32,2912.4,77.7,26.8,37.3 +gemma-2b-it,INT4-MIXED,1024,2594.4,248.2,26.9,37.2 +dolly-v2-3b,INT4-MIXED,32,2610.3,141.3,27,37.0 +stable-zephyr-3b-dpo,INT4-MIXED,32,2956.2,149.2,27.4,36.5 +minicpm-1b-sft,INT4-MIXED,31,2625.8,159.2,28.1,35.6 +red-pajama-incite-chat-3b-v1,INT4-MIXED,1023,3069.7,413.5,28.2,35.5 +minicpm-1b-sft,INT8-CW,31,2868.2,74.1,28.9,34.6 +dolly-v2-3b,INT4-MIXED,1024,3081.5,386,29.4,34.0 +phi-2,INT4-MIXED,1024,3136.2,340,29.6,33.8 +stablelm-3b-4e1t,INT4-MIXED,32,3035.9,150.5,30.6,32.7 +phi-3-mini-4k-instruct,INT4-MIXED,32,3373.2,57.9,32.6,30.7 +stablelm-3b-4e1t,INT4-MIXED,1023,3296.5,456.2,34.4,29.1 +phi-3-mini-4k-instruct,INT4-MIXED,1024,3707.1,432,36.1,27.7 +gemma-2b-it,INT8-CW,32,3370.5,203.8,36.6,27.3 +minicpm-1b-sft,FP16,31,3679.6,80.6,36.9,27.1 +gemma-2b-it,INT8-CW,1024,3503.2,258.5,37.9,26.4 +dolly-v2-3b,INT8-CW,32,3893.3,142.9,39.4,25.4 +red-pajama-incite-chat-3b-v1,INT8-CW,32,3760.7,117.2,39.4,25.4 +phi-2,INT8-CW,32,3765.6,121,39.7,25.2 +stablelm-3b-4e1t,INT8-CW,32,3641.2,123,39.9,25.1 +stable-zephyr-3b-dpo,INT8-CW,32,3743.3,120.1,39.9,25.1 +red-pajama-incite-chat-3b-v1,INT8-CW,1023,4083.1,422.9,41.9,23.9 +dolly-v2-3b,INT8-CW,1024,4211.5,384.1,42.2,23.7 +phi-2,INT8-CW,1024,4096.8,367.2,42.5,23.5 +stablelm-3b-4e1t,INT8-CW,1023,4086.6,459.9,43.5,23.0 +llama-2-7b-gptq,INT4-MIXED,32,4754.8,75.1,46.2,21.6 +codegen25-7b,INT4-MIXED,32,4738.5,74.9,46.9,21.3 +gpt-j-6b,INT4-MIXED,32,4506.5,221.4,47.3,21.1 +decilm-7b-instruct,INT4-MIXED,36,4794.9,199.3,48.5,20.6 +qwen-7b-chat-gptq,INT4-MIXED,32,5615.8,100.5,49.8,20.1 +falcon-7b-instruct,INT4-MIXED,32,4738,79.9,50.7,19.7 +phi-3-mini-4k-instruct,INT8-CW,32,4589.9,83,50.8,19.7 +llama-2-7b-gptq,INT4-MIXED,1024,5246,640,52.1,19.2 +llama-3-8b,INT4-MIXED,33,5475.8,114.7,52.2,19.2 +codegen25-7b,INT4-MIXED,1024,5241.9,643.7,52.5,19.0 +mistral-7b-v0.1,INT4-MIXED,32,5015.3,94.6,52.6,19.0 +qwen2-7b,INT4-MIXED,32,5330.7,86.3,52.7,19.0 +gpt-j-6b,INT4-MIXED,1024,4926.5,867.2,53.2,18.8 +llama-2-7b-chat-hf,INT4-MIXED,32,5100.7,78.7,54.2,18.5 +llama-3-8b,INT4-MIXED,33,5527.1,114.9,54.3,18.4 +phi-3-mini-4k-instruct,INT8-CW,1024,4959.2,450.6,54.6,18.3 +falcon-7b-instruct,INT4-MIXED,1024,4863.4,660.5,54.9,18.2 +qwen2-7b,INT4-MIXED,1024,5375.4,659.8,55.4,18.1 +mistral-7b-v0.1,INT4-MIXED,1024,5286.8,662.8,55.6,18.0 +llama-3-8b,INT4-MIXED,1025,5601,992.5,56.1,17.8 +llama-3-8b,INT4-MIXED,1025,5646.8,1047.1,56.7,17.6 +baichuan2-7b-chat,INT4-MIXED,32,5913.7,86.5,57.2,17.5 +zephyr-7b-beta,INT4-MIXED,32,5339.7,88.5,58.2,17.2 +qwen-7b-chat-gptq,INT4-MIXED,1024,6315.8,664.2,60.1,16.6 +glm-4-9b-chat,INT4-MIXED,32,6349.7,86.5,60.5,16.5 +llama-2-7b-chat-hf,INT4-MIXED,1024,5592.7,856.8,60.9,16.4 +zephyr-7b-beta,INT4-MIXED,1024,5459.1,898.6,61.6,16.2 +baichuan2-7b-chat,INT4-MIXED,1024,6410.3,942.2,63.5,15.7 +gemma-7b-it,INT4-MIXED,32,5816.3,104.5,63.5,15.7 +glm-4-9b-chat,INT4-MIXED,1024,6368.8,1128.2,63.8,15.7 +llama-3.1-8b,INT4-MIXED,32,6315.3,97.4,65,15.4 +llama-3.1-8b,INT4-MIXED,1024,6421.8,902.9,68.2,14.7 +gemma-7b-it,INT4-MIXED,1024,6233.2,1052.7,68.7,14.6 +qwen-7b-chat,INT4-MIXED,32,7320.5,132.3,68.8,14.5 +red-pajama-incite-chat-3b-v1,FP16,32,6318.9,79.2,70.7,14.1 +phi-2,FP16,32,6330.2,83.2,70.8,14.1 +dolly-v2-3b,FP16,32,6327.2,92.7,71.9,13.9 +stable-zephyr-3b-dpo,FP16,32,6356.4,79.8,72.2,13.9 +stablelm-3b-4e1t,FP16,32,6261.9,74.6,72.6,13.8 +phi-2,FP16,1024,6654.4,379.3,73.9,13.5 +red-pajama-incite-chat-3b-v1,FP16,1023,6640.3,442.6,74.4,13.4 +dolly-v2-3b,FP16,1024,6653.9,441.9,74.9,13.4 +qwen-7b-chat,INT4-MIXED,1024,7814.1,909.4,75.5,13.2 +stablelm-3b-4e1t,FP16,1023,6575.3,449.5,75.8,13.2 +falcon-7b-instruct,INT8-CW,32,7487.6,109.4,84.3,11.9 +gpt-j-6b,INT8-CW,32,6918.7,185.3,85.3,11.7 +llama-2-7b-chat-hf,INT8-CW,32,7494.7,110.6,87.9,11.4 +qwen2-7b,INT8-CW,32,8177.7,117.8,88.2,11.3 +falcon-7b-instruct,INT8-CW,1024,7621.2,675.4,88.3,11.3 +codegen25-7b,INT8-CW,32,7582.1,114.6,89,11.2 +qwen2-7b,INT8-CW,1024,8226.2,842,90.4,11.1 +gpt-j-6b,INT8-CW,1024,7353.1,1093.9,90.8,11.0 +phi-3-medium-4k-instruct,INT4-MIXED,38,8184.1,270.2,90.8,11.0 +qwen-7b-chat,INT8-CW,32,9223.8,138.4,91.3,11.0 +baichuan2-7b-chat,INT8-CW,32,8188.4,122.9,91.8,10.9 +phi-3-mini-4k-instruct,FP16,32,8311.5,98.2,92,10.9 +llama-2-7b-chat-hf,INT8-CW,1024,7984.3,874.9,92.8,10.8 +mistral-7b-v0.1,INT8-CW,32,7908.6,116.3,93.1,10.7 +baichuan2-13b-chat,INT4-MIXED,32,10016.5,165.7,93.2,10.7 +zephyr-7b-beta,INT8-CW,32,7812.6,117,93.4,10.7 +codegen25-7b,INT8-CW,1024,8074.3,870.2,94,10.6 +decilm-7b-instruct,INT8-CW,36,7885.2,181.4,94.9,10.5 +mistral-7b-v0.1,INT8-CW,1024,8023.7,906.4,95.7,10.4 +zephyr-7b-beta,INT8-CW,1024,7930.8,915.2,96.3,10.4 +phi-3-medium-4k-instruct,INT4-MIXED,1061,8384.5,2225.7,96.7,10.3 +baichuan2-7b-chat,INT8-CW,1024,8678.3,956.7,96.8,10.3 +llama-3.1-8b,INT8-CW,32,8615.4,121.6,97.7,10.2 +llama-3-8b,INT8-CW,33,8615.1,131.3,97.7,10.2 +phi-3-mini-4k-instruct,FP16,1024,8695.2,509,99.9,10.0 diff --git a/docs/sphinx_setup/_static/benchmarks_files/llm_models_9-288V.csv b/docs/sphinx_setup/_static/benchmarks_files/llm_models_9-288V.csv index b16312fa09457c..dfc98271bcd21b 100644 --- a/docs/sphinx_setup/_static/benchmarks_files/llm_models_9-288V.csv +++ b/docs/sphinx_setup/_static/benchmarks_files/llm_models_9-288V.csv @@ -1,146 +1,82 @@ -Topology,Precision,Input Size,max rss memory,1st latency (ms),2nd latency (ms),2nd tok/sec -opt-125m-gptq,INT4-MIXED,1024,1610.2,146,9.4,106.38 -opt-125m-gptq,INT4-MIXED,32,1087.6,60.8,9.5,105.26 -tiny-llama-1.1b-chat,INT4-MIXED,32,1977,85.7,20.2,49.50 -tiny-llama-1.1b-chat,INT4-MIXED,1024,1940.8,367.7,20.3,49.26 -tiny-llama-1.1b-chat,INT8-CW,32,1855.2,70.2,21.8,45.87 -qwen2-0.5b,INT4-MIXED,1024,3029.3,226.4,22.3,44.84 -qwen2-0.5b,INT8-CW,1024,3093,222,22.3,44.84 -qwen2-0.5b,FP16,1024,2509.5,234.3,22.4,44.64 -qwen2-0.5b,FP16,32,1933.8,146.4,22.4,44.64 -tiny-llama-1.1b-chat,INT8-CW,1024,2288.3,368.6,22.9,43.67 -qwen2-0.5b,INT4-MIXED,32,2670.9,115.1,23,43.48 -qwen2-0.5b,INT8-CW,32,2530,157.9,24.3,41.15 -red-pajama-incite-chat-3b-v1,INT4-MIXED,32,2677.3,186.1,27.9,35.84 -qwen2-1.5b,INT4-MIXED,32,4515.1,179.8,28.7,34.84 -qwen2-1.5b,INT4-MIXED,1024,4927.5,254.3,29.1,34.36 -dolly-v2-3b,INT4-MIXED,32,2420.9,245.6,30.8,32.47 -qwen2-1.5b,INT8-CW,32,4824.9,165.1,31.2,32.05 -phi-2,INT4-MIXED,32,2523.5,233.9,31.5,31.75 -qwen2-1.5b,INT8-CW,1024,5401.8,331.1,32,31.25 -stable-zephyr-3b-dpo,INT4-MIXED,30,2816.2,151.3,32.9,30.40 -red-pajama-incite-chat-3b-v1,INT4-MIXED,1020,2646.7,860.6,33,30.30 -opt-2.7b,INT4-MIXED,31,2814.5,174.7,33.1,30.21 -phi-2,INT4-MIXED,32,2363.6,236.6,34,29.41 -stablelm-3b-4e1t,INT4-MIXED,32,3079.1,220,34,29.41 -minicpm-1b-sft,INT4-MIXED,31,2971,185.1,34.1,29.33 -minicpm-1b-sft,INT8-CW,31,3103.6,233.5,34.3,29.15 -dolly-v2-3b,INT4-MIXED,1024,2152.3,876.6,34.7,28.82 -phi-3-mini-4k-instruct,INT4-MIXED,38,2951,155.4,35.9,27.86 -phi-2,INT4-MIXED,1024,2689.9,971.7,36.5,27.40 -stablelm-3b-4e1t,INT4-MIXED,1024,3335.9,519.3,37.3,26.81 -opt-2.7b,INT4-MIXED,937,3227.5,639.5,37.7,26.53 -phi-3-mini-4k-instruct,INT4-MIXED,38,3289.7,161,37.9,26.39 -gemma-2b-it,INT4-MIXED,32,4099.6,258.6,38,26.32 -tiny-llama-1.1b-chat,FP16,32,3098.7,143.9,38.2,26.18 -stable-zephyr-3b-dpo,INT4-MIXED,946,3548.5,453.9,38.8,25.77 -tiny-llama-1.1b-chat,FP16,1024,3388.6,523,39,25.64 -phi-2,INT4-MIXED,1024,2594.7,964.2,39.1,25.58 -minicpm-1b-sft,FP16,31,3597.7,164.8,39.8,25.13 -gemma-2b-it,INT4-MIXED,1024,5059.1,669.1,40.5,24.69 -phi-3-mini-4k-instruct,INT4-MIXED,1061,3431.8,840.1,40.6,24.63 -phi-3-mini-4k-instruct,INT4-MIXED,1061,3555.6,836.3,41.8,23.92 -qwen2-1.5b,FP16,32,3979.4,111.8,42.5,23.53 -red-pajama-incite-chat-3b-v1,INT8-CW,32,3639.9,199.1,43.6,22.94 -qwen2-1.5b,FP16,1024,4569.8,250.5,44.1,22.68 -dolly-v2-3b,INT8-CW,32,3727,248.2,44.5,22.47 -opt-2.7b,INT8-CW,31,3746.3,175.6,44.6,22.42 -stablelm-3b-4e1t,INT8-CW,32,3651.3,178,45.4,22.03 -chatglm3-6b,INT4-MIXED,32,4050.3,88.1,47.4,21.10 -phi-2,INT8-CW,32,3608.7,232,48.3,20.70 -red-pajama-incite-chat-3b-v1,INT8-CW,1020,2951,816.6,48.4,20.66 -stablelm-3b-4e1t,INT8-CW,1024,4142.8,658.7,48.5,20.62 -opt-2.7b,INT8-CW,937,4019,640.7,48.8,20.49 -stable-zephyr-3b-dpo,INT8-CW,30,3264.5,150.7,48.8,20.49 -gemma-2b-it,INT8-CW,32,4874.7,249.4,48.9,20.45 -chatglm3-6b,INT4-MIXED,32,3902.1,84.9,49.5,20.20 -dolly-v2-3b,INT8-CW,1024,2931.4,865.2,49.7,20.12 -gemma-2b-it,INT8-CW,1024,5834,545.4,50.7,19.72 -vicuna-7b-v1.5,INT4-MIXED,32,4560.3,119.4,50.7,19.72 -chatglm3-6b,INT4-MIXED,1024,4070.1,895.9,50.9,19.65 -chatglm3-6b,INT4-MIXED,1024,3832.1,854.4,52,19.23 -orca-mini-3b,INT4-MIXED,32,2345.5,132.8,52.2,19.16 -phi-2,INT8-CW,1024,3511.6,989.7,53.1,18.83 -chatglm2-6b,INT4-MIXED,32,4960.2,91.5,54.2,18.45 -qwen1.5-7b-chat,INT4-MIXED,32,5936.5,195.7,54.8,18.25 -stable-zephyr-3b-dpo,INT8-CW,946,3700.5,677.9,54.8,18.25 -llama-2-7b-chat-hf,INT4-MIXED,32,4010.5,113.7,55.6,17.99 -qwen-7b-chat,INT4-MIXED,32,7393,132.7,56.1,17.83 -chatglm2-6b,INT4-MIXED,1024,5234.5,747.3,56.2,17.79 -qwen2-7b,INT4-MIXED,32,7086.2,183,56.3,17.76 -phi-3-mini-4k-instruct,INT8-CW,38,4574.4,132.9,56.9,17.57 -llama-2-7b-gptq,INT4-MIXED,32,4134.1,120,58,17.24 -chatglm3-6b-gptq,INT4-MIXED,32,4288.1,99.4,58.1,17.21 -qwen2-7b,INT4-MIXED,1024,7716.4,734.9,58.3,17.15 -mistral-7b-v0.1,INT4-MIXED,31,4509.3,115,58.6,17.06 -codegen25-7b,INT4-MIXED,32,4211.8,136.5,59,16.95 -qwen1.5-7b-chat,INT4-MIXED,1024,7007.2,792.7,60.6,16.50 -chatglm3-6b-gptq,INT4-MIXED,1024,4545.4,860.3,60.9,16.42 -phi-3-mini-4k-instruct,INT8-CW,1061,5087.2,1029.5,60.9,16.42 -gpt-j-6b,INT4-MIXED,32,4013.5,316.1,61.1,16.37 -mistral-7b-v0.1,INT4-MIXED,1007,876.5,984.4,61.7,16.21 -llama-3-8b,INT4-MIXED,32,4357.1,132.8,62,16.13 -llama-2-7b-chat-hf,INT4-MIXED,1024,3564.8,1163.7,62.5,16.00 -qwen-7b-chat-gptq,INT4-MIXED,32,7384.1,217.8,62.9,15.90 -zephyr-7b-beta,INT4-MIXED,32,5331.6,125,62.9,15.90 -qwen-7b-chat,INT4-MIXED,32,6545.8,218.7,63,15.87 -llama-3.1-8b,INT4-MIXED,31,5076.3,110.4,63.4,15.77 -llama-3.1-8b,INT4-MIXED,31,4419,145.6,63.5,15.75 -llama-2-7b-gptq,INT4-MIXED,1024,3434.2,921.6,64.4,15.53 -llama-3-8b,INT4-MIXED,32,4886.7,132.3,65.4,15.29 -stablelm-7b,INT4-MIXED,32,4768.4,132.1,65.5,15.27 -codegen25-7b,INT4-MIXED,1024,1429.7,967.5,65.7,15.22 -zephyr-7b-beta,INT4-MIXED,1024,5575.6,837.2,65.7,15.22 -llama-3-8b,INT4-MIXED,32,4888.3,161.8,66.2,15.11 -mistral-7b-v0.1,INT4-MIXED,31,4401.4,142.7,66.2,15.11 -llama-3-8b,INT4-MIXED,1024,3782.4,1091.5,66.8,14.97 -llama-3.1-8b,INT4-MIXED,31,4781.4,159.4,67,14.93 -glm-4-9b,INT4-MIXED,33,6392.6,298.7,67.2,14.88 -qwen-7b-chat,INT4-MIXED,1024,8472.8,1331.2,67.4,14.84 -gpt-j-6b,INT4-MIXED,1024,1237.8,1638.8,68.1,14.68 -llama-2-7b-chat-hf,INT4-MIXED,32,4497.4,153.2,68.7,14.56 -llama-3-8b,INT4-MIXED,1024,4526.9,1060.3,69.8,14.33 -mistral-7b-v0.1,INT4-MIXED,1007,3968.7,1033.1,69.9,14.31 -llama-3-8b,INT4-MIXED,1024,4297.9,1041.7,70,14.29 -orca-mini-3b,INT8-CW,32,3744.3,174,70.5,14.18 -stablelm-7b,INT4-MIXED,1020,4402.1,1186.4,70.5,14.18 -gemma-2b-it,FP16,32,5806.3,117.6,71.8,13.93 -glm-4-9b,INT4-MIXED,1025,7003.5,1354.2,72.5,13.79 -gemma-2b-it,FP16,1024,6804.7,490.6,73.4,13.62 -stablelm-3b-4e1t,FP16,32,6217,207.5,75.2,13.30 -llama-2-7b-chat-hf,INT4-MIXED,1024,4320.9,1247.7,75.8,13.19 -gemma-7b-it,INT4-MIXED,32,8050.6,134.6,76.1,13.14 -gemma-7b-it,INT4-MIXED,32,7992.6,146.4,76.1,13.14 -qwen-7b-chat,INT4-MIXED,1024,5712.7,1144.4,77.1,12.97 -stablelm-3b-4e1t,FP16,1024,6722.9,491.4,77.7,12.87 -chatglm2-6b,INT8-CW,32,6856.2,111.6,78.9,12.67 -opt-2.7b,FP16,31,5377.5,138,79.6,12.56 -chatglm2-6b,INT8-CW,1024,7133.8,1012.1,81,12.35 -red-pajama-incite-chat-3b-v1,FP16,32,5672.5,211,81.2,12.32 -gemma-7b-it,INT4-MIXED,1024,9399.5,1726.7,82.2,12.17 -dolly-v2-3b,FP16,32,5573,230.6,82.5,12.12 -gemma-7b-it,INT4-MIXED,1024,9460,1241.2,82.7,12.09 -opt-2.7b,FP16,937,4727.8,618.8,84.6,11.82 -baichuan2-7b-chat,INT4-MIXED,32,5782.4,274.1,84.8,11.79 -phi-2,FP16,32,5497.3,244.9,85,11.76 -stable-zephyr-3b-dpo,FP16,30,5714.8,173.1,86,11.63 -red-pajama-incite-chat-3b-v1,FP16,1020,5262.2,817.4,86.2,11.60 -dolly-v2-3b,FP16,1024,2376.1,935.5,87,11.49 -qwen-7b-chat,INT4-MIXED,32,8597.4,226.2,87.7,11.40 -phi-2,FP16,1024,4063.9,969.8,89.7,11.15 -chatglm3-6b,INT8-CW,32,6158.8,123.4,89.8,11.14 -stable-zephyr-3b-dpo,FP16,946,5337.1,781.4,90.5,11.05 -baichuan2-7b-chat,INT4-MIXED,1024,807.4,1725.7,91.8,10.89 -vicuna-7b-v1.5,INT8-CW,32,7391,171.3,92.5,10.81 -chatglm3-6b,INT8-CW,1024,550.7,1210.9,93.3,10.72 -phi-3-mini-4k-instruct,FP16,38,8299.3,142,94.1,10.63 -qwen2-7b,INT8-CW,32,9941.1,139.1,94.9,10.54 -qwen-7b-chat-gptq,INT4-MIXED,1024,6545,1103.9,95.8,10.44 -qwen2-7b,INT8-CW,1024,10575.1,1183,96.7,10.34 -qwen-7b-chat,INT4-MIXED,1024,6777.4,1309.6,96.9,10.32 -vicuna-7b-v1.5,INT8-CW,1024,8013.7,1154.6,96.9,10.32 -phi-3-medium-4k-instruct,INT4-MIXED,38,8212.8,448.3,97,10.31 -zephyr-7b-beta,INT8-CW,32,7888,144.8,97.4,10.27 -phi-3-mini-4k-instruct,FP16,1061,8814.8,1195.7,98.7,10.13 -zephyr-7b-beta,INT8-CW,1024,8136.7,1191.6,99.4,10.06 -llama-2-13b-chat-hf,INT4-MIXED,32,6927.5,165.3,99.9,10.01 +opt-125m-gptq,INT4-MIXED,32,833.1,15.6,3.9,256.4 +opt-125m-gptq,INT4-MIXED,1024,955.9,553.8,4.8,208.3 +bloomz-560m,INT4-MIXED,32,1457.5,48.5,11.1,90.1 +qwen2-0.5b,INT4-MIXED,32,1167.8,95.7,11.5,87.0 +qwen2-0.5b,INT4-MIXED,1024,1266,2330.3,12.7,78.7 +qwen2-0.5b,INT8-CW,32,1496.3,90.5,12.8,78.1 +bloomz-560m,INT8-CW,32,1724.2,84,13.9,71.9 +qwen2-0.5b,INT8-CW,1024,1593,2370.7,14,71.4 +bloomz-560m,INT4-MIXED,1024,1691,2005.3,15.2,65.8 +qwen2-0.5b,FP16,32,2989.8,94.6,15.9,62.9 +bloomz-560m,INT8-CW,1024,1941,2343.4,16.1,62.1 +qwen2-0.5b,FP16,1024,3088.1,2376.8,17.4,57.5 +bloomz-560m,FP16,32,3857,86.7,17.5,57.1 +bloomz-560m,FP16,1024,4085.6,2373.4,19.8,50.5 +tiny-llama-1.1b-chat,INT4-MIXED,32,1738.9,237.4,20,50.0 +tiny-llama-1.1b-chat,INT8-CW,32,2471.2,224.6,22.6,44.2 +tiny-llama-1.1b-chat,INT4-MIXED,1024,1929.3,5993,22.7,44.1 +tiny-llama-1.1b-chat,INT8-CW,1024,2661.8,6238.8,25.2,39.7 +qwen2-1.5b,INT4-MIXED,32,2429,312.8,28.4,35.2 +tiny-llama-1.1b-chat,FP16,32,4834.9,231.7,28.9,34.6 +tiny-llama-1.1b-chat,FP16,1024,5023.2,6191.5,31.7,31.5 +qwen2-1.5b,INT4-MIXED,1024,2600.3,7597.3,31.8,31.4 +stablelm-3b-4e1t,INT4-MIXED,32,3982.1,348.4,32.1,31.2 +qwen2-1.5b,INT8-CW,32,3619,301,32.7,30.6 +qwen2-1.5b,INT8-CW,1024,3790.3,7990.5,34.6,28.9 +stablelm-3b-4e1t,INT4-MIXED,1023,4455.4,11963.2,39.2,25.5 +minicpm-1b-sft,INT4-MIXED,31,5815.4,214.3,40.1,24.9 +qwen2-1.5b,FP16,32,7582.3,304.4,42.2,23.7 +minicpm-1b-sft,INT8-CW,31,6609.6,210.6,43.3,23.1 +qwen2-1.5b,FP16,1024,7753.4,7915.3,44.2,22.6 +gemma-2b-it,INT4-MIXED,32,3728.2,523,46.2,21.6 +stable-zephyr-3b-dpo,INT4-MIXED,32,3689.3,656.5,47.4,21.1 +gemma-2b-it,INT4-MIXED,1024,4207.3,11867.9,47.5,21.1 +minicpm-1b-sft,FP16,31,8999.8,222.2,49.1,20.4 +red-pajama-incite-chat-3b-v1,INT4-MIXED,32,3448.1,1028.9,49.6,20.2 +dolly-v2-3b,INT4-MIXED,32,3448.4,714.8,49.9,20.0 +gemma-2b-it,INT8-CW,32,5423.2,488.8,51,19.6 +gemma-2b-it,INT8-CW,1024,5902.7,12434.4,52.3,19.1 +stable-zephyr-3b-dpo,INT8-CW,32,5630.3,694.5,54.4,18.4 +phi-2,INT4-MIXED,32,3732.9,723.2,54.5,18.3 +phi-2,INT8-CW,32,5600.4,747,55.7,18.0 +dolly-v2-3b,INT8-CW,32,5589.7,1009.8,55.9,17.9 +red-pajama-incite-chat-3b-v1,INT8-CW,32,5590.1,698.9,55.9,17.9 +stablelm-3b-4e1t,INT8-CW,32,5630.1,660.7,56.1,17.8 +dolly-v2-3b,INT4-MIXED,1024,3984.5,15502.8,56.5,17.7 +red-pajama-incite-chat-3b-v1,INT4-MIXED,1023,3915.6,15363.9,56.6,17.7 +llama-2-7b-gptq,INT4-MIXED,32,8618.5,782.9,56.9,17.6 +phi-2,INT4-MIXED,1024,4251.3,15317,61,16.4 +phi-2,INT8-CW,1024,6119.4,15886.6,62,16.1 +red-pajama-incite-chat-3b-v1,INT8-CW,1023,6056.9,15984.9,62.2,16.1 +dolly-v2-3b,INT8-CW,1024,6124.9,16099.7,62.5,16.0 +stablelm-3b-4e1t,INT8-CW,1023,6097.1,16206.9,62.5,16.0 +gemma-2b-it,FP16,32,12208.2,501.4,65.5,15.3 +llama-3-8b,INT4-MIXED,33,8741.2,869,65.7,15.2 +llama-2-7b-gptq,INT4-MIXED,1024,9468.1,26350.7,66.1,15.1 +qwen-7b-chat-gptq,INT4-MIXED,32,8561,773.7,67,14.9 +gemma-2b-it,FP16,1024,12687.8,12168.7,67.1,14.9 +mistral-7b-v0.1,INT4-MIXED,32,8588.7,1020.6,67.4,14.8 +llama-2-7b-chat-hf,INT4-MIXED,32,8626.8,1100,69.4,14.4 +phi-2,FP16,32,11385.9,693.8,70.2,14.2 +dolly-v2-3b,FP16,32,11359,688.5,70.5,14.2 +stable-zephyr-3b-dpo,FP16,32,11432.9,648.5,70.6,14.2 +red-pajama-incite-chat-3b-v1,FP16,32,11364,692.4,70.7,14.1 +stablelm-3b-4e1t,FP16,32,11432.6,649,71.1,14.1 +llama-3-8b,INT4-MIXED,1025,9254.8,29700.3,71.9,13.9 +mistral-7b-v0.1,INT4-MIXED,1024,9121.9,29492.9,73.3,13.6 +phi-3-mini-4k-instruct,INT8-CW,32,7646.1,952.6,75.7,13.2 +qwen-7b-chat-gptq,INT4-MIXED,1024,10458.7,29022.2,75.9,13.2 +zephyr-7b-beta,INT4-MIXED,32,9217.5,1196.6,76.2,13.1 +phi-2,FP16,1024,11902.2,15868,77,13.0 +dolly-v2-3b,FP16,1024,11892.5,15987.1,77.1,13.0 +baichuan2-7b-chat,INT4-MIXED,32,9440.3,1118.1,77.3,12.9 +red-pajama-incite-chat-3b-v1,FP16,1023,11829.1,16008.7,77.3,12.9 +stablelm-3b-4e1t,FP16,1023,11897.5,16030,77.7,12.9 +phi-3-mini-4k-instruct,INT4-MIXED,32,4961.9,968.8,78.2,12.8 +llama-2-7b-chat-hf,INT4-MIXED,1024,9478.1,28958.6,78.6,12.7 +zephyr-7b-beta,INT4-MIXED,1024,9764.2,30982,82.3,12.2 +phi-3-mini-4k-instruct,INT8-CW,1024,8255.7,23200.5,83.1,12.0 +phi-3-mini-4k-instruct,INT4-MIXED,1024,5570.2,22277.1,85.7,11.7 +baichuan2-7b-chat,INT4-MIXED,1024,10305.2,29010,86.4,11.6 +phi-3-mini-4k-instruct,FP16,32,15292.6,934.7,96.4,10.4 +qwen-7b-chat,INT4-MIXED,32,10964.7,1413,97.8,10.2 \ No newline at end of file diff --git a/docs/sphinx_setup/_static/benchmarks_files/llm_models_platform_list_.pdf b/docs/sphinx_setup/_static/benchmarks_files/llm_models_platform_list_.pdf index bedd9c28286476..53198c7ddb7089 100644 Binary files a/docs/sphinx_setup/_static/benchmarks_files/llm_models_platform_list_.pdf and b/docs/sphinx_setup/_static/benchmarks_files/llm_models_platform_list_.pdf differ