Datasets:

rbgo
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llm-inference-benchmark

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Split (1)

train · 1.14k rows

Token_Count int64 6 838	TTFT stringlengths 7 13	Latency float64 0.12 28.1	Tokens-per-Second float64 6.62 110	output_length int64 100 500	input_length int64 20 5k	Library stringclasses 7 values	Model_Name stringclasses 14 values
495	0.632017339	12.534019	39.492521	500	5,000	vLLM	Qwen1.5-14B-Chat
100	0.05689569	4.801275	20.8278	100	20	vLLM	Yi-34B
200	0.055460599	9.554826	20.931831	200	20	vLLM	Yi-34B
498	0.055978055	24.074964	20.685389	500	20	vLLM	Yi-34B
100	0.063982207	4.811672	20.782794	100	100	vLLM	Yi-34B
200	0.06336368	9.63828	20.75059	200	100	vLLM	Yi-34B
500	0.064206959	24.235549	20.630851	500	100	vLLM	Yi-34B
99	0.09501848	4.8557	20.38841	100	200	vLLM	Yi-34B
200	0.094970881	9.711502	20.594136	200	200	vLLM	Yi-34B
499	0.09432604	24.291768	20.541938	500	200	vLLM	Yi-34B
100	0.231803926	5.080915	19.681496	100	500	vLLM	Yi-34B
200	0.228004439	9.913152	20.175217	200	500	vLLM	Yi-34B
500	0.229385101	24.584622	20.337917	500	500	vLLM	Yi-34B
99	0.346041461	5.190862	19.071977	100	1,000	vLLM	Yi-34B
200	0.359285938	10.063897	19.873017	200	1,000	vLLM	Yi-34B
500	0.343610612	24.705892	20.238087	500	1,000	vLLM	Yi-34B
102	0.026555717	1.76293	57.858232	100	20	vLLM	SOLAR-10.7B-Instruct-v1.0
202	0.025420637	3.554589	56.827941	200	20	vLLM	SOLAR-10.7B-Instruct-v1.0
361	0.02497694	6.400094	56.405421	500	20	vLLM	SOLAR-10.7B-Instruct-v1.0
102	0.034289461	1.78854	57.029742	100	100	vLLM	SOLAR-10.7B-Instruct-v1.0
202	0.034661094	3.580681	56.413854	200	100	vLLM	SOLAR-10.7B-Instruct-v1.0
502	0.035047368	9.004773	55.748211	500	100	vLLM	SOLAR-10.7B-Instruct-v1.0
101	0.036301829	1.790074	56.422245	100	200	vLLM	SOLAR-10.7B-Instruct-v1.0
201	0.035894917	3.578621	56.166884	200	200	vLLM	SOLAR-10.7B-Instruct-v1.0
501	0.036238758	9.047197	55.37627	500	200	vLLM	SOLAR-10.7B-Instruct-v1.0
102	0.076627118	1.878247	54.305969	100	500	vLLM	SOLAR-10.7B-Instruct-v1.0
202	0.077234296	3.71433	54.383964	200	500	vLLM	SOLAR-10.7B-Instruct-v1.0
502	0.075983265	9.156637	54.823619	500	500	vLLM	SOLAR-10.7B-Instruct-v1.0
100	0.130786116	1.932674	51.741779	100	1,000	vLLM	SOLAR-10.7B-Instruct-v1.0
200	0.129905555	3.775383	52.974755	200	1,000	vLLM	SOLAR-10.7B-Instruct-v1.0
500	0.130190257	9.209953	54.289096	500	1,000	vLLM	SOLAR-10.7B-Instruct-v1.0
100	0.025324472	2.053686	48.692937	100	20	Triton-vLLM	Llama-2-13b-chat-hf
200	0.023691499	4.130983	48.414628	200	20	Triton-vLLM	Llama-2-13b-chat-hf
437	0.024299928	9.064879	48.208035	500	20	Triton-vLLM	Llama-2-13b-chat-hf
100	0.035678611	2.063103	48.470688	100	100	Triton-vLLM	Llama-2-13b-chat-hf
200	0.035728134	4.180958	47.835931	200	100	Triton-vLLM	Llama-2-13b-chat-hf
500	0.035990809	10.475077	47.732345	500	100	Triton-vLLM	Llama-2-13b-chat-hf
100	0.045887863	2.095749	47.715641	100	200	Triton-vLLM	Llama-2-13b-chat-hf
200	0.040345257	4.154407	48.14165	200	200	Triton-vLLM	Llama-2-13b-chat-hf
500	0.040225371	10.466446	47.771707	500	200	Triton-vLLM	Llama-2-13b-chat-hf
100	0.093586069	2.169886	46.08537	100	500	Triton-vLLM	Llama-2-13b-chat-hf
200	0.092074333	4.265006	46.893257	200	500	Triton-vLLM	Llama-2-13b-chat-hf
500	0.093236817	10.567928	47.312966	500	500	Triton-vLLM	Llama-2-13b-chat-hf
100	0.165813825	2.246758	44.508576	100	1,000	Triton-vLLM	Llama-2-13b-chat-hf
200	0.165672229	4.350454	45.972218	200	1,000	Triton-vLLM	Llama-2-13b-chat-hf
500	0.16803512	10.708419	46.692233	500	1,000	Triton-vLLM	Llama-2-13b-chat-hf
100	0.026493206	1.797032	55.647302	100	20	Triton-vLLM	SOLAR-10.7B-Instruct-v1.0
200	0.024164807	3.60487	55.4805	200	20	Triton-vLLM	SOLAR-10.7B-Instruct-v1.0
437	0.02379856	7.878939	55.464321	500	20	Triton-vLLM	SOLAR-10.7B-Instruct-v1.0
100	0.0357882	1.799047	55.584998	100	100	Triton-vLLM	SOLAR-10.7B-Instruct-v1.0
200	0.035261031	3.606732	55.451858	200	100	Triton-vLLM	SOLAR-10.7B-Instruct-v1.0
500	0.035427354	9.138641	54.712731	500	100	Triton-vLLM	SOLAR-10.7B-Instruct-v1.0
100	0.038548014	1.821301	54.905794	100	200	Triton-vLLM	SOLAR-10.7B-Instruct-v1.0
200	0.037068539	3.637148	54.988134	200	200	Triton-vLLM	SOLAR-10.7B-Instruct-v1.0
456	0.037561754	8.373321	54.45868	500	200	Triton-vLLM	SOLAR-10.7B-Instruct-v1.0
100	0.084633607	1.914174	52.241862	100	500	Triton-vLLM	SOLAR-10.7B-Instruct-v1.0
200	0.08280013	3.764624	53.12615	200	500	Triton-vLLM	SOLAR-10.7B-Instruct-v1.0
500	0.08168012	9.36196	53.407618	500	500	Triton-vLLM	SOLAR-10.7B-Instruct-v1.0
100	0.140875877	1.972909	50.686578	100	1,000	Triton-vLLM	SOLAR-10.7B-Instruct-v1.0
200	0.137310822	3.812096	52.464579	200	1,000	Triton-vLLM	SOLAR-10.7B-Instruct-v1.0
500	0.139284584	9.405034	53.163017	500	1,000	Triton-vLLM	SOLAR-10.7B-Instruct-v1.0
100	0.027535111	2.173427	46.01028	100	20	Triton-vLLM	Qwen1.5-14B-Chat
200	0.026013458	4.362565	45.844586	200	20	Triton-vLLM	Qwen1.5-14B-Chat
481	0.026579891	10.572723	45.494428	500	20	Triton-vLLM	Qwen1.5-14B-Chat
100	0.041176221	2.189728	45.667775	100	100	Triton-vLLM	Qwen1.5-14B-Chat
200	0.040969784	4.39331	45.523759	200	100	Triton-vLLM	Qwen1.5-14B-Chat
483	0.04144686	10.658009	45.318033	500	100	Triton-vLLM	Qwen1.5-14B-Chat
100	0.042662252	2.209044	45.268454	100	200	Triton-vLLM	Qwen1.5-14B-Chat
200	0.041456483	4.435273	45.093051	200	200	Triton-vLLM	Qwen1.5-14B-Chat
500	0.042629478	11.129135	44.92712	500	200	Triton-vLLM	Qwen1.5-14B-Chat
100	0.099221851	2.324804	43.014385	100	500	Triton-vLLM	Qwen1.5-14B-Chat
200	0.090497792	4.531567	44.134841	200	500	Triton-vLLM	Qwen1.5-14B-Chat
500	0.090789047	11.271122	44.361156	500	500	Triton-vLLM	Qwen1.5-14B-Chat
100	0.146704508	2.367185	42.244269	100	1,000	Triton-vLLM	Qwen1.5-14B-Chat
200	0.144784478	4.606782	43.414254	200	1,000	Triton-vLLM	Qwen1.5-14B-Chat
500	0.14528203	11.343375	44.078593	500	1,000	Triton-vLLM	Qwen1.5-14B-Chat
100	0.669938942	3.055211	32.73096	100	5,000	Triton-vLLM	Qwen1.5-14B-Chat
200	0.668347618	5.475053	36.529329	200	5,000	Triton-vLLM	Qwen1.5-14B-Chat
500	0.6726175	12.731235	39.273487	500	5,000	Triton-vLLM	Qwen1.5-14B-Chat
100	0.057418449	4.817185	20.759013	100	20	Triton-vLLM	Yi-34B
200	0.054935681	9.653629	20.717597	200	20	Triton-vLLM	Yi-34B
500	0.055364284	24.212024	20.650896	500	20	Triton-vLLM	Yi-34B
100	0.065208039	4.859214	20.579462	100	100	Triton-vLLM	Yi-34B
200	0.064209477	9.656502	20.711434	200	100	Triton-vLLM	Yi-34B
500	0.064637967	24.349014	20.534713	500	100	Triton-vLLM	Yi-34B
100	0.096620793	4.880617	20.489211	100	200	Triton-vLLM	Yi-34B
200	0.097840111	9.767552	20.475961	200	200	Triton-vLLM	Yi-34B
500	0.097338961	24.498819	20.409147	500	200	Triton-vLLM	Yi-34B
100	0.235369577	5.098071	19.615263	100	500	Triton-vLLM	Yi-34B
200	0.236767432	10.028111	19.943935	200	500	Triton-vLLM	Yi-34B
500	0.237202861	24.733552	20.215455	500	500	Triton-vLLM	Yi-34B
100	0.368895342	5.222468	19.148034	100	1,000	Triton-vLLM	Yi-34B
200	0.355171442	10.174193	19.65758	200	1,000	Triton-vLLM	Yi-34B
500	0.35755124	24.927536	20.05814	500	1,000	Triton-vLLM	Yi-34B
41	0.052984824	1.764566	23.235177	100	20	Triton-vLLM	MPT-30b-instruct
169	0.050708365	7.33165	23.050746	200	20	Triton-vLLM	MPT-30b-instruct
163	0.051485771	7.04349	23.141938	500	20	Triton-vLLM	MPT-30b-instruct
100	0.062182612	4.37036	22.881411	100	100	Triton-vLLM	MPT-30b-instruct
200	0.061795927	8.808378	22.705656	200	100	Triton-vLLM	MPT-30b-instruct
129	0.06213408	5.643978	22.856221	500	100	Triton-vLLM	MPT-30b-instruct

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