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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
500	0.06331056	11.341978	44.084021	500	100	DeepSpeed-MII	Phi-3-medium-128k-instruct
99	0.066848565	2.291606	43.201146	100	200	DeepSpeed-MII	Phi-3-medium-128k-instruct
201	0.04600681	4.524983	44.42006	200	200	DeepSpeed-MII	Phi-3-medium-128k-instruct
501	0.077165607	11.416726	43.882984	500	200	DeepSpeed-MII	Phi-3-medium-128k-instruct
100	0.12830678	2.424284	41.249291	100	500	DeepSpeed-MII	Phi-3-medium-128k-instruct
201	0.097127034	4.71153	42.661304	200	500	DeepSpeed-MII	Phi-3-medium-128k-instruct
501	0.127705676	11.753276	42.626413	500	500	DeepSpeed-MII	Phi-3-medium-128k-instruct
99	0.205284695	2.548951	38.839506	100	1,000	DeepSpeed-MII	Phi-3-medium-128k-instruct
201	0.176492034	4.893204	41.077382	200	1,000	DeepSpeed-MII	Phi-3-medium-128k-instruct
501	0.202917832	12.141953	41.261895	500	1,000	DeepSpeed-MII	Phi-3-medium-128k-instruct
26	0.888550354	1.669571	15.572859	100	5,000	DeepSpeed-MII	Phi-3-medium-128k-instruct
18	0.898406499	1.505102	11.959323	200	5,000	DeepSpeed-MII	Phi-3-medium-128k-instruct
6	0.882094916	0.906314	6.620224	500	5,000	DeepSpeed-MII	Phi-3-medium-128k-instruct
104	0.053831959	1.34897	77.09587	100	20	DeepSpeed-MII	Qwen2-7B-Instruct
204	0.047173702	2.649924	76.983338	200	20	DeepSpeed-MII	Qwen2-7B-Instruct
240	0.063841078	3.144218	76.330597	500	20	DeepSpeed-MII	Qwen2-7B-Instruct
104	0.065885578	1.375014	75.63558	100	100	DeepSpeed-MII	Qwen2-7B-Instruct
204	0.056652865	2.68568	75.95842	200	100	DeepSpeed-MII	Qwen2-7B-Instruct
504	0.066781176	6.723226	74.96401	500	100	DeepSpeed-MII	Qwen2-7B-Instruct
104	0.056034622	1.367777	76.035761	100	200	DeepSpeed-MII	Qwen2-7B-Instruct
204	0.064870095	2.734247	74.609204	200	200	DeepSpeed-MII	Qwen2-7B-Instruct
504	0.055911762	6.790957	74.216349	500	200	DeepSpeed-MII	Qwen2-7B-Instruct
104	0.062486865	1.420938	73.191085	100	500	DeepSpeed-MII	Qwen2-7B-Instruct
204	0.071561423	2.792302	73.057991	200	500	DeepSpeed-MII	Qwen2-7B-Instruct
6	0.059596359	0.117125	51.227346	500	500	DeepSpeed-MII	Qwen2-7B-Instruct
104	0.090470277	1.469719	70.76185	100	1,000	DeepSpeed-MII	Qwen2-7B-Instruct
204	0.125287086	2.935464	69.49498	200	1,000	DeepSpeed-MII	Qwen2-7B-Instruct
504	0.116842239	7.178605	70.208631	500	1,000	DeepSpeed-MII	Qwen2-7B-Instruct
104	0.384859734	2.127073	48.893477	100	5,000	DeepSpeed-MII	Qwen2-7B-Instruct
204	0.403562223	3.933183	51.866393	200	5,000	DeepSpeed-MII	Qwen2-7B-Instruct
504	0.399320444	9.248675	54.494294	500	5,000	DeepSpeed-MII	Qwen2-7B-Instruct
106	0.057421459	1.4279	74.234887	100	20	DeepSpeed-MII	Llama-3.1-8B-Instruct
206	0.03268004	2.763866	74.53327	200	20	DeepSpeed-MII	Llama-3.1-8B-Instruct
309	0.056663435	4.235859	72.948598	500	20	DeepSpeed-MII	Llama-3.1-8B-Instruct
106	0.07196722	1.454573	72.87361	100	100	DeepSpeed-MII	Llama-3.1-8B-Instruct
206	0.034023674	2.816289	73.145908	200	100	DeepSpeed-MII	Llama-3.1-8B-Instruct
506	0.045496388	7.048949	71.783754	500	100	DeepSpeed-MII	Llama-3.1-8B-Instruct
106	0.064121743	1.462905	72.458588	100	200	DeepSpeed-MII	Llama-3.1-8B-Instruct
206	0.031884618	2.81527	73.17239	200	200	DeepSpeed-MII	Llama-3.1-8B-Instruct
506	0.068200974	7.136002	70.908055	500	200	DeepSpeed-MII	Llama-3.1-8B-Instruct
106	0.093396702	1.51121	70.142479	100	500	DeepSpeed-MII	Llama-3.1-8B-Instruct
206	0.062860863	2.911916	70.743791	200	500	DeepSpeed-MII	Llama-3.1-8B-Instruct
506	0.088040291	7.358318	68.765712	500	500	DeepSpeed-MII	Llama-3.1-8B-Instruct
106	0.122587501	1.597481	66.35447	100	1,000	DeepSpeed-MII	Llama-3.1-8B-Instruct
206	0.103182734	3.096432	66.528176	200	1,000	DeepSpeed-MII	Llama-3.1-8B-Instruct
506	0.101761	7.577038	66.78071	500	1,000	DeepSpeed-MII	Llama-3.1-8B-Instruct
7	0.443740873	0.463074	15.116372	100	5,000	DeepSpeed-MII	Llama-3.1-8B-Instruct
7	0.420810797	0.43995	15.910898	200	5,000	DeepSpeed-MII	Llama-3.1-8B-Instruct
7	0.425935683	0.449513	15.572421	500	5,000	DeepSpeed-MII	Llama-3.1-8B-Instruct
101	0.069000816	1.385372	72.904594	100	20	CTranslate2	Llama-3.1-8B-Instruct
201	0.068576617	2.762848	72.75101	200	20	CTranslate2	Llama-3.1-8B-Instruct
501	0.068452835	6.999471	71.576835	500	20	CTranslate2	Llama-3.1-8B-Instruct
101	0.08082509	1.40686	71.791072	100	100	CTranslate2	Llama-3.1-8B-Instruct
201	0.080701431	2.793573	71.950871	200	100	CTranslate2	Llama-3.1-8B-Instruct
501	0.080786057	7.057161	70.991716	500	100	CTranslate2	Llama-3.1-8B-Instruct
101	0.083723754	1.420128	71.120375	100	200	CTranslate2	Llama-3.1-8B-Instruct
201	0.083271721	2.817427	71.341683	200	200	CTranslate2	Llama-3.1-8B-Instruct
501	0.08354164	7.111577	70.448511	500	200	CTranslate2	Llama-3.1-8B-Instruct
101	0.122234117	1.504707	67.122694	100	500	CTranslate2	Llama-3.1-8B-Instruct
201	0.118656874	2.941597	68.330224	200	500	CTranslate2	Llama-3.1-8B-Instruct
501	0.118485214	7.349284	68.169902	500	500	CTranslate2	Llama-3.1-8B-Instruct
101	0.163263951	1.592491	63.422634	100	1,000	CTranslate2	Llama-3.1-8B-Instruct
201	0.206133422	3.15489	63.710617	200	1,000	CTranslate2	Llama-3.1-8B-Instruct
501	0.162345325	7.660206	65.40294	500	1,000	CTranslate2	Llama-3.1-8B-Instruct
101	0.818576558	2.671465	37.806977	100	5,000	CTranslate2	Llama-3.1-8B-Instruct
201	0.822880296	4.623504	43.473522	200	5,000	CTranslate2	Llama-3.1-8B-Instruct
375	0.822931631	7.97113	47.044775	500	5,000	CTranslate2	Llama-3.1-8B-Instruct
101	0.027941035	1.343958	75.151158	100	20	CTranslate2	Mistral-7B-Instruct-v0.3
201	0.027921999	2.683154	74.911848	200	20	CTranslate2	Mistral-7B-Instruct-v0.3
433	0.02771312	5.840597	74.136263	500	20	CTranslate2	Mistral-7B-Instruct-v0.3
101	0.039092477	1.372853	73.569402	100	100	CTranslate2	Mistral-7B-Instruct-v0.3
201	0.042677858	2.74117	73.326341	200	100	CTranslate2	Mistral-7B-Instruct-v0.3
501	0.039152439	6.849727	73.141605	500	100	CTranslate2	Mistral-7B-Instruct-v0.3
101	0.04150396	1.383026	73.028255	100	200	CTranslate2	Mistral-7B-Instruct-v0.3
201	0.041373818	2.743013	73.277074	200	200	CTranslate2	Mistral-7B-Instruct-v0.3
501	0.041329967	6.927792	72.317417	500	200	CTranslate2	Mistral-7B-Instruct-v0.3
101	0.076991529	1.469791	68.717242	100	500	CTranslate2	Mistral-7B-Instruct-v0.3
201	0.076244387	2.878184	69.835698	200	500	CTranslate2	Mistral-7B-Instruct-v0.3
501	0.076661832	7.215152	69.437206	500	500	CTranslate2	Mistral-7B-Instruct-v0.3
101	0.124380331	1.576268	64.075406	100	1,000	CTranslate2	Mistral-7B-Instruct-v0.3
201	0.124743101	3.042281	66.068846	200	1,000	CTranslate2	Mistral-7B-Instruct-v0.3
501	0.12486597	7.556809	66.297822	500	1,000	CTranslate2	Mistral-7B-Instruct-v0.3
101	0.935483518	2.864246	35.262331	100	5,000	CTranslate2	Mistral-7B-Instruct-v0.3
201	0.931834729	4.789096	41.970341	200	5,000	CTranslate2	Mistral-7B-Instruct-v0.3
501	0.933479403	10.69424	46.84765	500	5,000	CTranslate2	Mistral-7B-Instruct-v0.3
97	Not-Available	1.182109	82.056753	100	20	TensorRT-LLM	Llama-3.1-8B-Instruct
197	Not-Available	2.237831	88.031669	200	20	TensorRT-LLM	Llama-3.1-8B-Instruct
497	Not-Available	5.541147	89.692623	500	20	TensorRT-LLM	Llama-3.1-8B-Instruct
97	Not-Available	1.150225	84.331355	100	100	TensorRT-LLM	Llama-3.1-8B-Instruct
197	Not-Available	2.249238	87.585236	200	100	TensorRT-LLM	Llama-3.1-8B-Instruct
497	Not-Available	5.598763	88.769607	500	100	TensorRT-LLM	Llama-3.1-8B-Instruct
97	Not-Available	1.155338	83.958132	100	200	TensorRT-LLM	Llama-3.1-8B-Instruct
197	Not-Available	2.253898	87.404122	200	200	TensorRT-LLM	Llama-3.1-8B-Instruct
497	Not-Available	5.586122	88.970482	500	200	TensorRT-LLM	Llama-3.1-8B-Instruct
97	Not-Available	1.194896	81.178636	100	500	TensorRT-LLM	Llama-3.1-8B-Instruct
197	Not-Available	2.338624	84.23756	200	500	TensorRT-LLM	Llama-3.1-8B-Instruct
497	Not-Available	5.679482	87.507978	500	500	TensorRT-LLM	Llama-3.1-8B-Instruct
97	Not-Available	1.232206	78.720614	100	1,000	TensorRT-LLM	Llama-3.1-8B-Instruct
197	Not-Available	2.364666	83.309856	200	1,000	TensorRT-LLM	Llama-3.1-8B-Instruct
497	Not-Available	5.810639	85.532757	500	1,000	TensorRT-LLM	Llama-3.1-8B-Instruct

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