Datasets:

rbgo
/

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	Not-Available	6.375007	78.431281	500	20	TGI	Mistral-7B-Instruct-v0.2
100	Not-Available	1.277798	78.259602	100	100	TGI	Mistral-7B-Instruct-v0.2
200	Not-Available	2.561625	78.075432	200	100	TGI	Mistral-7B-Instruct-v0.2
500	Not-Available	6.460486	77.393554	500	100	TGI	Mistral-7B-Instruct-v0.2
100	Not-Available	1.288864	77.58772	100	200	TGI	Mistral-7B-Instruct-v0.2
200	Not-Available	2.572044	77.759158	200	200	TGI	Mistral-7B-Instruct-v0.2
500	Not-Available	6.503128	76.886076	500	200	TGI	Mistral-7B-Instruct-v0.2
100	Not-Available	1.358065	73.634154	100	500	TGI	Mistral-7B-Instruct-v0.2
200	Not-Available	2.670912	74.880779	200	500	TGI	Mistral-7B-Instruct-v0.2
500	Not-Available	6.618003	75.551488	500	500	TGI	Mistral-7B-Instruct-v0.2
100	Not-Available	1.408835	70.980655	100	1,000	TGI	Mistral-7B-Instruct-v0.2
200	Not-Available	2.714946	73.666296	200	1,000	TGI	Mistral-7B-Instruct-v0.2
500	Not-Available	6.651151	75.174954	500	1,000	TGI	Mistral-7B-Instruct-v0.2
100	Not-Available	1.752414	57.064131	100	5,000	TGI	Mistral-7B-Instruct-v0.2
200	Not-Available	3.095547	64.608943	200	5,000	TGI	Mistral-7B-Instruct-v0.2
500	Not-Available	7.116849	70.25581	500	5,000	TGI	Mistral-7B-Instruct-v0.2
101	Not-Available	1.095553	92.190847	100	20	TensorRT-LLM	Mistral-7B-Instruct-v0.2
204	Not-Available	2.178593	93.638402	200	20	TensorRT-LLM	Mistral-7B-Instruct-v0.2
498	Not-Available	5.475421	90.951914	500	20	TensorRT-LLM	Mistral-7B-Instruct-v0.2
101	Not-Available	1.102677	91.595304	100	100	TensorRT-LLM	Mistral-7B-Instruct-v0.2
201	Not-Available	2.222468	90.440015	200	100	TensorRT-LLM	Mistral-7B-Instruct-v0.2
500	Not-Available	5.508318	90.771804	500	100	TensorRT-LLM	Mistral-7B-Instruct-v0.2
101	Not-Available	1.108236	91.135804	100	200	TensorRT-LLM	Mistral-7B-Instruct-v0.2
200	Not-Available	2.204902	90.706991	200	200	TensorRT-LLM	Mistral-7B-Instruct-v0.2
495	Not-Available	5.554741	89.113071	500	200	TensorRT-LLM	Mistral-7B-Instruct-v0.2
100	Not-Available	1.152383	86.776674	100	500	TensorRT-LLM	Mistral-7B-Instruct-v0.2
197	Not-Available	2.265664	86.950228	200	500	TensorRT-LLM	Mistral-7B-Instruct-v0.2
502	Not-Available	5.642824	88.962556	500	500	TensorRT-LLM	Mistral-7B-Instruct-v0.2
99	Not-Available	1.209912	81.824124	100	1,000	TensorRT-LLM	Mistral-7B-Instruct-v0.2
199	Not-Available	2.345167	84.855365	200	1,000	TensorRT-LLM	Mistral-7B-Instruct-v0.2
497	Not-Available	5.803355	85.640117	500	1,000	TensorRT-LLM	Mistral-7B-Instruct-v0.2
93	Not-Available	1.710202	54.37954	100	5,000	TensorRT-LLM	Mistral-7B-Instruct-v0.2
189	Not-Available	3.022812	62.524556	200	5,000	TensorRT-LLM	Mistral-7B-Instruct-v0.2
504	Not-Available	6.968824	72.3221	500	5,000	TensorRT-LLM	Mistral-7B-Instruct-v0.2
100	Not-Available	1.277386	78.284863	100	20	DeepSpeed-MII	Mistral-7B-Instruct-v0.2
200	Not-Available	2.57111	77.787406	200	20	DeepSpeed-MII	Mistral-7B-Instruct-v0.2
500	Not-Available	6.548451	76.353935	500	20	DeepSpeed-MII	Mistral-7B-Instruct-v0.2
100	Not-Available	1.308999	76.394234	100	100	DeepSpeed-MII	Mistral-7B-Instruct-v0.2
200	Not-Available	2.643604	75.654308	200	100	DeepSpeed-MII	Mistral-7B-Instruct-v0.2
500	Not-Available	6.633775	75.371867	500	100	DeepSpeed-MII	Mistral-7B-Instruct-v0.2
100	Not-Available	1.322201	75.63144	100	200	DeepSpeed-MII	Mistral-7B-Instruct-v0.2
200	Not-Available	2.648739	75.507633	200	200	DeepSpeed-MII	Mistral-7B-Instruct-v0.2
500	Not-Available	6.704159	74.580572	500	200	DeepSpeed-MII	Mistral-7B-Instruct-v0.2
100	Not-Available	1.39748	71.557367	100	500	DeepSpeed-MII	Mistral-7B-Instruct-v0.2
200	Not-Available	2.763124	72.381828	200	500	DeepSpeed-MII	Mistral-7B-Instruct-v0.2
500	Not-Available	6.951371	71.928256	500	500	DeepSpeed-MII	Mistral-7B-Instruct-v0.2
100	Not-Available	1.48866	67.174519	100	1,000	DeepSpeed-MII	Mistral-7B-Instruct-v0.2
200	Not-Available	2.901837	68.921867	200	1,000	DeepSpeed-MII	Mistral-7B-Instruct-v0.2
500	Not-Available	7.220429	69.247964	500	1,000	DeepSpeed-MII	Mistral-7B-Instruct-v0.2
100	Not-Available	2.277821	43.901614	100	5,000	DeepSpeed-MII	Mistral-7B-Instruct-v0.2
200	Not-Available	4.093914	48.853006	200	5,000	DeepSpeed-MII	Mistral-7B-Instruct-v0.2
201	Not-Available	4.116511	48.827759	500	5,000	DeepSpeed-MII	Mistral-7B-Instruct-v0.2
100	Not-Available	1.337546	74.763778	100	20	CTranslate2	Mistral-7B-Instruct-v0.2
200	Not-Available	2.66671	74.998785	200	20	CTranslate2	Mistral-7B-Instruct-v0.2
500	Not-Available	6.759136	73.973947	500	20	CTranslate2	Mistral-7B-Instruct-v0.2
100	Not-Available	1.36053	73.500758	100	100	CTranslate2	Mistral-7B-Instruct-v0.2
200	Not-Available	2.703324	73.982984	200	100	CTranslate2	Mistral-7B-Instruct-v0.2
500	Not-Available	6.839322	73.106662	500	100	CTranslate2	Mistral-7B-Instruct-v0.2
100	Not-Available	1.372376	72.866349	100	200	CTranslate2	Mistral-7B-Instruct-v0.2
200	Not-Available	2.726248	73.360884	200	200	CTranslate2	Mistral-7B-Instruct-v0.2
500	Not-Available	6.860866	72.877098	500	200	CTranslate2	Mistral-7B-Instruct-v0.2
100	Not-Available	1.45785	68.594169	100	500	CTranslate2	Mistral-7B-Instruct-v0.2
200	Not-Available	2.886061	69.298612	200	500	CTranslate2	Mistral-7B-Instruct-v0.2
500	Not-Available	7.159109	69.841089	500	500	CTranslate2	Mistral-7B-Instruct-v0.2
100	Not-Available	1.57944	63.31356	100	1,000	CTranslate2	Mistral-7B-Instruct-v0.2
200	Not-Available	3.0408	65.772171	200	1,000	CTranslate2	Mistral-7B-Instruct-v0.2
500	Not-Available	7.533619	66.369168	500	1,000	CTranslate2	Mistral-7B-Instruct-v0.2
100	Not-Available	2.65475	37.668334	100	5,000	CTranslate2	Mistral-7B-Instruct-v0.2
200	Not-Available	4.575494	43.71113	200	5,000	CTranslate2	Mistral-7B-Instruct-v0.2
500	Not-Available	10.465054	47.778064	500	5,000	CTranslate2	Mistral-7B-Instruct-v0.2
101	Not-Available	1.110121	90.981049	100	20	vLLM	Llama-2-7b-chat-hf
201	Not-Available	2.224747	90.347349	200	20	vLLM	Llama-2-7b-chat-hf
501	Not-Available	5.667044	88.405877	500	20	vLLM	Llama-2-7b-chat-hf
101	Not-Available	1.128676	89.485343	100	100	vLLM	Llama-2-7b-chat-hf
201	Not-Available	2.257678	89.029508	200	100	vLLM	Llama-2-7b-chat-hf
501	Not-Available	5.704413	87.826746	500	100	vLLM	Llama-2-7b-chat-hf
101	Not-Available	1.140753	88.537985	100	200	vLLM	Llama-2-7b-chat-hf
201	Not-Available	2.278054	88.233185	200	200	vLLM	Llama-2-7b-chat-hf
501	Not-Available	5.763408	86.927731	500	200	vLLM	Llama-2-7b-chat-hf
101	Not-Available	1.200564	84.127096	100	500	vLLM	Llama-2-7b-chat-hf
201	Not-Available	2.358553	85.221743	200	500	vLLM	Llama-2-7b-chat-hf
501	Not-Available	5.842387	85.752627	500	500	vLLM	Llama-2-7b-chat-hf
101	Not-Available	1.264016	79.904031	100	1,000	vLLM	Llama-2-7b-chat-hf
201	Not-Available	2.408188	83.46525	200	1,000	vLLM	Llama-2-7b-chat-hf
501	Not-Available	5.900441	84.908908	500	1,000	vLLM	Llama-2-7b-chat-hf
100	Not-Available	1.176948	84.965491	100	20	Triton-vLLM	Llama-2-7b-chat-hf
195	Not-Available	2.309371	84.438586	200	20	Triton-vLLM	Llama-2-7b-chat-hf
500	Not-Available	5.944851	84.106395	500	20	Triton-vLLM	Llama-2-7b-chat-hf
100	Not-Available	1.189625	84.0601	100	100	Triton-vLLM	Llama-2-7b-chat-hf
200	Not-Available	2.378143	84.099218	200	100	Triton-vLLM	Llama-2-7b-chat-hf
500	Not-Available	6.016055	83.110937	500	100	Triton-vLLM	Llama-2-7b-chat-hf
100	Not-Available	1.206467	82.88665	100	200	Triton-vLLM	Llama-2-7b-chat-hf
200	Not-Available	2.385965	83.823529	200	200	Triton-vLLM	Llama-2-7b-chat-hf
500	Not-Available	6.000555	83.32563	500	200	Triton-vLLM	Llama-2-7b-chat-hf
100	Not-Available	1.252746	79.824667	100	500	Triton-vLLM	Llama-2-7b-chat-hf
200	Not-Available	2.462037	81.233541	200	500	Triton-vLLM	Llama-2-7b-chat-hf
500	Not-Available	6.13061	81.557955	500	500	Triton-vLLM	Llama-2-7b-chat-hf
100	Not-Available	1.308584	76.418468	100	1,000	Triton-vLLM	Llama-2-7b-chat-hf
200	Not-Available	2.526827	79.150656	200	1,000	Triton-vLLM	Llama-2-7b-chat-hf
500	Not-Available	6.218089	80.410554	500	1,000	Triton-vLLM	Llama-2-7b-chat-hf

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