Datasets:

rbgo
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llm-inference-benchmark

Dataset card Data Studio Files Files and versions Community

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
200	0.046122732	4.723417	42.342231	200	200	Triton-vLLM	Phi-3-medium-128k-instruct
500	0.046065294	11.83005	42.26525	500	200	Triton-vLLM	Phi-3-medium-128k-instruct
100	0.099566926	2.442603	40.939923	100	500	Triton-vLLM	Phi-3-medium-128k-instruct
200	0.097447163	4.809899	41.580916	200	500	Triton-vLLM	Phi-3-medium-128k-instruct
500	0.098479086	11.991091	41.697622	500	500	Triton-vLLM	Phi-3-medium-128k-instruct
100	0.169855519	2.531837	39.497016	100	1,000	Triton-vLLM	Phi-3-medium-128k-instruct
200	0.167250269	4.928821	40.577656	200	1,000	Triton-vLLM	Phi-3-medium-128k-instruct
500	0.166576399	12.022713	41.587951	500	1,000	Triton-vLLM	Phi-3-medium-128k-instruct
100	0.798862962	3.232041	30.940204	100	5,000	Triton-vLLM	Phi-3-medium-128k-instruct
200	0.788324461	5.665331	35.302441	200	5,000	Triton-vLLM	Phi-3-medium-128k-instruct
500	0.786026385	13.157408	38.001406	500	5,000	Triton-vLLM	Phi-3-medium-128k-instruct
100	0.026772709	1.489669	67.12899	100	20	Triton-vLLM	Mistral-7B-Instruct-v0.3
200	0.025996169	2.885535	69.31123	200	20	Triton-vLLM	Mistral-7B-Instruct-v0.3
296	0.026377071	4.378049	67.610026	500	20	Triton-vLLM	Mistral-7B-Instruct-v0.3
100	0.028173318	1.477055	67.702304	100	100	Triton-vLLM	Mistral-7B-Instruct-v0.3
200	0.028129146	2.906822	68.80366	200	100	Triton-vLLM	Mistral-7B-Instruct-v0.3
500	0.028131159	7.283206	68.651084	500	100	Triton-vLLM	Mistral-7B-Instruct-v0.3
100	0.030660868	1.486572	67.268858	100	200	Triton-vLLM	Mistral-7B-Instruct-v0.3
200	0.029032764	2.882666	69.380231	200	200	Triton-vLLM	Mistral-7B-Instruct-v0.3
500	0.028655249	7.281078	68.671149	500	200	Triton-vLLM	Mistral-7B-Instruct-v0.3
100	0.056912795	1.512822	66.101624	100	500	Triton-vLLM	Mistral-7B-Instruct-v0.3
200	0.054389969	2.96766	67.393166	200	500	Triton-vLLM	Mistral-7B-Instruct-v0.3
500	0.054985392	7.547912	66.243487	500	500	Triton-vLLM	Mistral-7B-Instruct-v0.3
100	0.088161361	1.574594	63.508436	100	1,000	Triton-vLLM	Mistral-7B-Instruct-v0.3
200	0.08660451	3.051231	65.547318	200	1,000	Triton-vLLM	Mistral-7B-Instruct-v0.3
500	0.086514746	7.489309	66.76183	500	1,000	Triton-vLLM	Mistral-7B-Instruct-v0.3
100	0.416039976	1.999588	50.010304	100	5,000	Triton-vLLM	Mistral-7B-Instruct-v0.3
200	0.380509209	3.46875	57.657653	200	5,000	Triton-vLLM	Mistral-7B-Instruct-v0.3
500	0.379451787	8.00408	62.468138	500	5,000	Triton-vLLM	Mistral-7B-Instruct-v0.3
100	0.068689537	1.9349	51.682256	100	20	Triton-vLLM	gemma-2-9b-it
200	0.055038719	3.832833	52.180721	200	20	Triton-vLLM	gemma-2-9b-it
394	0.053876579	7.525346	52.356394	500	20	Triton-vLLM	gemma-2-9b-it
100	0.053971129	1.91979	52.089029	100	100	Triton-vLLM	gemma-2-9b-it
200	0.053092823	3.88051	51.539621	200	100	Triton-vLLM	gemma-2-9b-it
500	0.054020015	9.567016	52.262897	500	100	Triton-vLLM	gemma-2-9b-it
100	0.075971466	1.973648	50.667584	100	200	Triton-vLLM	gemma-2-9b-it
200	0.057469522	3.816985	52.397377	200	200	Triton-vLLM	gemma-2-9b-it
500	0.056272335	9.456729	52.872407	500	200	Triton-vLLM	gemma-2-9b-it
100	0.085329245	2.065804	48.407293	100	500	Triton-vLLM	gemma-2-9b-it
200	0.073398138	3.924512	50.961756	200	500	Triton-vLLM	gemma-2-9b-it
500	0.06665418	9.580064	52.19172	500	500	Triton-vLLM	gemma-2-9b-it
100	0.10762734	1.981893	50.456807	100	1,000	Triton-vLLM	gemma-2-9b-it
200	0.109404556	3.823938	52.302099	200	1,000	Triton-vLLM	gemma-2-9b-it
500	0.104325662	9.488042	52.69791	500	1,000	Triton-vLLM	gemma-2-9b-it
100	0.024054329	1.378572	72.538817	100	20	Triton-vLLM	Llama-3.1-8B-Instruct
200	0.021382484	2.743667	72.895136	200	20	Triton-vLLM	Llama-3.1-8B-Instruct
412	0.022079106	5.649138	72.931478	500	20	Triton-vLLM	Llama-3.1-8B-Instruct
100	0.026157863	1.377366	72.602319	100	100	Triton-vLLM	Llama-3.1-8B-Instruct
200	0.02523548	2.748048	72.778932	200	100	Triton-vLLM	Llama-3.1-8B-Instruct
500	0.025544892	6.89113	72.557038	500	100	Triton-vLLM	Llama-3.1-8B-Instruct
100	0.027793997	1.391901	71.844169	100	200	Triton-vLLM	Llama-3.1-8B-Instruct
200	0.027208301	2.762466	72.39907	200	200	Triton-vLLM	Llama-3.1-8B-Instruct
500	0.027504946	6.907795	72.382	500	200	Triton-vLLM	Llama-3.1-8B-Instruct
101	0.02381863	1.418172	71.218459	100	500	Triton-vLLM	Llama-3.1-8B-Instruct
201	0.021172824	2.78857	72.079967	200	500	Triton-vLLM	Llama-3.1-8B-Instruct
501	0.022254275	6.92845	72.310546	500	500	Triton-vLLM	Llama-3.1-8B-Instruct
101	0.023741453	1.46922	68.743982	100	1,000	Triton-vLLM	Llama-3.1-8B-Instruct
201	0.023313794	2.875853	69.892317	200	1,000	Triton-vLLM	Llama-3.1-8B-Instruct
501	0.023158222	7.082381	70.738922	500	1,000	Triton-vLLM	Llama-3.1-8B-Instruct
108	0.030942303	1.826763	59.120977	100	5,000	Triton-vLLM	Llama-3.1-8B-Instruct
208	0.029425197	3.253641	63.928371	200	5,000	Triton-vLLM	Llama-3.1-8B-Instruct
508	0.030247884	7.478441	67.9286	500	5,000	Triton-vLLM	Llama-3.1-8B-Instruct
102	Not-Available	1.174613	86.83711	100	20	vLLM	Mistral-7B-Instruct-v0.2
202	Not-Available	2.349013	85.993553	200	20	vLLM	Mistral-7B-Instruct-v0.2
502	Not-Available	5.962751	84.189323	500	20	vLLM	Mistral-7B-Instruct-v0.2
102	Not-Available	1.199093	85.064284	100	100	vLLM	Mistral-7B-Instruct-v0.2
202	Not-Available	2.381379	84.824785	200	100	vLLM	Mistral-7B-Instruct-v0.2
502	Not-Available	6.002865	83.626729	500	100	vLLM	Mistral-7B-Instruct-v0.2
102	Not-Available	1.202855	84.798263	100	200	vLLM	Mistral-7B-Instruct-v0.2
202	Not-Available	2.399506	84.183996	200	200	vLLM	Mistral-7B-Instruct-v0.2
502	Not-Available	6.070953	82.688829	500	200	vLLM	Mistral-7B-Instruct-v0.2
102	Not-Available	1.265785	80.58242	100	500	vLLM	Mistral-7B-Instruct-v0.2
202	Not-Available	2.479106	81.480983	200	500	vLLM	Mistral-7B-Instruct-v0.2
502	Not-Available	6.157011	81.533072	500	500	vLLM	Mistral-7B-Instruct-v0.2
102	Not-Available	1.305068	78.156863	100	1,000	vLLM	Mistral-7B-Instruct-v0.2
202	Not-Available	2.524232	80.024335	200	1,000	vLLM	Mistral-7B-Instruct-v0.2
502	Not-Available	6.175674	81.286678	500	1,000	vLLM	Mistral-7B-Instruct-v0.2
102	Not-Available	1.674949	60.897374	100	5,000	vLLM	Mistral-7B-Instruct-v0.2
202	Not-Available	2.932888	68.87409	200	5,000	vLLM	Mistral-7B-Instruct-v0.2
502	Not-Available	6.633637	75.67493	500	5,000	vLLM	Mistral-7B-Instruct-v0.2
100	Not-Available	1.229908	81.306878	100	20	Triton-vLLM	Mistral-7B-Instruct-v0.2
200	Not-Available	2.455865	81.437685	200	20	Triton-vLLM	Mistral-7B-Instruct-v0.2
500	Not-Available	6.259623	79.877018	500	20	Triton-vLLM	Mistral-7B-Instruct-v0.2
100	Not-Available	1.250787	79.949682	100	100	Triton-vLLM	Mistral-7B-Instruct-v0.2
200	Not-Available	2.500528	79.983097	200	100	Triton-vLLM	Mistral-7B-Instruct-v0.2
500	Not-Available	6.313899	79.19037	500	100	Triton-vLLM	Mistral-7B-Instruct-v0.2
100	Not-Available	1.270176	78.729258	100	200	Triton-vLLM	Mistral-7B-Instruct-v0.2
200	Not-Available	2.54443	78.603061	200	200	Triton-vLLM	Mistral-7B-Instruct-v0.2
500	Not-Available	6.353874	78.69215	500	200	Triton-vLLM	Mistral-7B-Instruct-v0.2
100	Not-Available	1.322412	75.619405	100	500	Triton-vLLM	Mistral-7B-Instruct-v0.2
200	Not-Available	2.597319	77.002475	200	500	Triton-vLLM	Mistral-7B-Instruct-v0.2
500	Not-Available	6.46115	77.385607	500	500	Triton-vLLM	Mistral-7B-Instruct-v0.2
100	Not-Available	1.369995	72.992969	100	1,000	Triton-vLLM	Mistral-7B-Instruct-v0.2
200	Not-Available	2.652826	75.391296	200	1,000	Triton-vLLM	Mistral-7B-Instruct-v0.2
500	Not-Available	6.517176	76.720352	500	1,000	Triton-vLLM	Mistral-7B-Instruct-v0.2
100	Not-Available	1.739168	57.498752	100	5,000	Triton-vLLM	Mistral-7B-Instruct-v0.2
200	Not-Available	3.044132	65.70018	200	5,000	Triton-vLLM	Mistral-7B-Instruct-v0.2
500	Not-Available	7.013694	71.289108	500	5,000	Triton-vLLM	Mistral-7B-Instruct-v0.2
100	Not-Available	1.268408	78.838955	100	20	TGI	Mistral-7B-Instruct-v0.2
200	Not-Available	2.521934	79.304224	200	20	TGI	Mistral-7B-Instruct-v0.2

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