Datasets:

rbgo
/

llm-inference-benchmark

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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	Not-Available	3.166966	63.151925	200	100	TGI	gemma-7b-it
500	Not-Available	8.288151	60.327088	500	100	TGI	gemma-7b-it
100	Not-Available	1.595402	62.680132	100	200	TGI	gemma-7b-it
200	Not-Available	3.242045	61.68946	200	200	TGI	gemma-7b-it
428	Not-Available	7.193338	59.499498	500	200	TGI	gemma-7b-it
100	Not-Available	1.857625	53.832172	100	500	TGI	gemma-7b-it
200	Not-Available	3.673209	54.448298	200	500	TGI	gemma-7b-it
449	Not-Available	8.21499	54.656185	500	500	TGI	gemma-7b-it
100	Not-Available	1.894073	52.796283	100	1,000	TGI	gemma-7b-it
200	Not-Available	3.712731	53.868708	200	1,000	TGI	gemma-7b-it
447	Not-Available	8.22	54.379559	500	1,000	TGI	gemma-7b-it
100	Not-Available	2.233786	44.767052	100	5,000	TGI	gemma-7b-it
200	Not-Available	4.084308	48.967909	200	5,000	TGI	gemma-7b-it
500	Not-Available	9.653219	51.796191	500	5,000	TGI	gemma-7b-it
98	Not-Available	1.676466	58.4563	100	20	TensorRT-LLM	gemma-7b-it
197	Not-Available	3.340793	58.96803	200	20	TensorRT-LLM	gemma-7b-it
493	Not-Available	8.445461	58.374552	500	20	TensorRT-LLM	gemma-7b-it
101	Not-Available	1.686135	59.900306	100	100	TensorRT-LLM	gemma-7b-it
201	Not-Available	3.367279	59.692121	200	100	TensorRT-LLM	gemma-7b-it
501	Not-Available	8.494139	58.981844	500	100	TensorRT-LLM	gemma-7b-it
100	Not-Available	1.695449	58.98143	100	200	TensorRT-LLM	gemma-7b-it
201	Not-Available	3.38302	59.414363	200	200	TensorRT-LLM	gemma-7b-it
464	Not-Available	8.522835	54.441975	500	200	TensorRT-LLM	gemma-7b-it
101	Not-Available	1.768579	57.107994	100	500	TensorRT-LLM	gemma-7b-it
201	Not-Available	3.487504	57.634344	200	500	TensorRT-LLM	gemma-7b-it
497	Not-Available	8.736467	56.887984	500	500	TensorRT-LLM	gemma-7b-it
101	Not-Available	1.8325	55.11596	100	1,000	TensorRT-LLM	gemma-7b-it
201	Not-Available	3.591103	55.971669	200	1,000	TensorRT-LLM	gemma-7b-it
480	Not-Available	8.93971	53.693015	500	1,000	TensorRT-LLM	gemma-7b-it
101	Not-Available	2.505291	40.314671	100	5,000	TensorRT-LLM	gemma-7b-it
201	Not-Available	4.59949	43.7005	200	5,000	TensorRT-LLM	gemma-7b-it
501	Not-Available	10.973735	45.654465	500	5,000	TensorRT-LLM	gemma-7b-it
68	Not-Available	1.703719	39.912688	100	20	CTranslate2	gemma-7b-it
187	Not-Available	4.57777	40.849585	200	20	CTranslate2	gemma-7b-it
362	Not-Available	8.879076	40.770008	500	20	CTranslate2	gemma-7b-it
100	Not-Available	2.592689	38.569994	100	100	CTranslate2	gemma-7b-it
200	Not-Available	5.028538	39.772992	200	100	CTranslate2	gemma-7b-it
500	Not-Available	12.485466	40.046564	500	100	CTranslate2	gemma-7b-it
100	Not-Available	2.682671	37.276285	100	200	CTranslate2	gemma-7b-it
200	Not-Available	5.161896	38.745455	200	200	CTranslate2	gemma-7b-it
415	Not-Available	10.464809	39.65672	500	200	CTranslate2	gemma-7b-it
100	Not-Available	3.155825	31.687438	100	500	CTranslate2	gemma-7b-it
200	Not-Available	5.656236	35.359202	200	500	CTranslate2	gemma-7b-it
485	Not-Available	13.025991	37.233251	500	500	CTranslate2	gemma-7b-it
100	Not-Available	3.611803	27.687002	100	1,000	CTranslate2	gemma-7b-it
200	Not-Available	6.250046	31.999764	200	1,000	CTranslate2	gemma-7b-it
403	Not-Available	11.616973	34.690621	500	1,000	CTranslate2	gemma-7b-it
100	Not-Available	7.887967	12.677537	100	5,000	CTranslate2	gemma-7b-it
200	Not-Available	11.13107	17.967724	200	5,000	CTranslate2	gemma-7b-it
500	Not-Available	20.975233	23.837637	500	5,000	CTranslate2	gemma-7b-it
101	0.028326811	2.098944	48.119443	100	20	vLLM	Llama-2-13b-chat-hf
201	0.040144452	4.153522	48.392663	200	20	vLLM	Llama-2-13b-chat-hf
379	0.024571012	7.762109	48.826935	500	20	vLLM	Llama-2-13b-chat-hf
101	0.034355849	2.057793	49.081722	100	100	vLLM	Llama-2-13b-chat-hf
201	0.03524502	4.142363	48.523027	200	100	vLLM	Llama-2-13b-chat-hf
501	0.035077656	10.373785	48.294813	500	100	vLLM	Llama-2-13b-chat-hf
101	0.039097392	2.075116	48.67198	100	200	vLLM	Llama-2-13b-chat-hf
201	0.038516446	4.16663	48.240429	200	200	vLLM	Llama-2-13b-chat-hf
501	0.038843334	10.421669	48.072916	500	200	vLLM	Llama-2-13b-chat-hf
101	0.08868674	2.187947	46.161985	100	500	vLLM	Llama-2-13b-chat-hf
201	0.087865345	4.264871	47.129214	200	500	vLLM	Llama-2-13b-chat-hf
501	0.088073413	10.597735	47.274251	500	500	vLLM	Llama-2-13b-chat-hf
101	0.156981593	2.232801	45.234656	100	1,000	vLLM	Llama-2-13b-chat-hf
201	0.155136178	4.325966	46.463613	200	1,000	vLLM	Llama-2-13b-chat-hf
501	0.156352822	10.661958	46.989494	500	1,000	vLLM	Llama-2-13b-chat-hf
100	0.053635561	4.30377	23.235445	100	20	vLLM	MPT-30b-instruct
200	0.051542388	8.682583	23.034619	200	20	vLLM	MPT-30b-instruct
372	0.051778351	16.371337	22.72264	500	20	vLLM	MPT-30b-instruct
100	0.062572866	4.371697	22.87441	100	100	vLLM	MPT-30b-instruct
181	0.062555063	8.020137	22.568194	200	100	vLLM	MPT-30b-instruct
215	0.062737767	9.498804	22.634428	500	100	vLLM	MPT-30b-instruct
100	0.087726574	4.466547	22.388662	100	200	vLLM	MPT-30b-instruct
200	0.088534464	8.895155	22.484151	200	200	vLLM	MPT-30b-instruct
148	0.084266688	6.644286	22.274778	500	200	vLLM	MPT-30b-instruct
100	0.202142361	4.70955	21.233453	100	500	vLLM	MPT-30b-instruct
200	0.202793546	9.28947	21.529754	200	500	vLLM	MPT-30b-instruct
153	0.202032785	7.16946	21.34052	500	500	vLLM	MPT-30b-instruct
100	0.327378108	4.874651	20.514287	100	1,000	vLLM	MPT-30b-instruct
200	0.325406701	9.402562	21.270799	200	1,000	vLLM	MPT-30b-instruct
211	0.326398119	9.977209	21.1482	500	1,000	vLLM	MPT-30b-instruct
100	1.828413192	6.79153	14.724224	100	5,000	vLLM	MPT-30b-instruct
200	1.842124597	11.858197	16.865971	200	5,000	vLLM	MPT-30b-instruct
412	1.826974012	22.580227	18.246052	500	5,000	vLLM	MPT-30b-instruct
100	0.027074316	2.134742	46.844072	100	20	vLLM	Qwen1.5-14B-Chat
200	0.025164179	4.273081	46.804637	200	20	vLLM	Qwen1.5-14B-Chat
428	0.024947404	9.304814	45.997695	500	20	vLLM	Qwen1.5-14B-Chat
100	0.039466802	2.174443	45.988794	100	100	vLLM	Qwen1.5-14B-Chat
200	0.03956696	4.347072	46.00798	200	100	vLLM	Qwen1.5-14B-Chat
500	0.039704606	10.979558	45.539174	500	100	vLLM	Qwen1.5-14B-Chat
100	0.040675395	2.189314	45.6764	100	200	vLLM	Qwen1.5-14B-Chat
200	0.040233874	4.378308	45.679745	200	200	vLLM	Qwen1.5-14B-Chat
500	0.044268621	11.019559	45.373869	500	200	vLLM	Qwen1.5-14B-Chat
100	0.087259093	2.279877	43.862019	100	500	vLLM	Qwen1.5-14B-Chat
200	0.085966057	4.520091	44.246892	200	500	vLLM	Qwen1.5-14B-Chat
500	0.086593649	11.169832	44.76343	500	500	vLLM	Qwen1.5-14B-Chat
100	0.1362641	2.344328	42.656154	100	1,000	vLLM	Qwen1.5-14B-Chat
200	0.13749715	4.558557	43.873533	200	1,000	vLLM	Qwen1.5-14B-Chat
500	0.137946863	11.260897	44.401437	500	1,000	vLLM	Qwen1.5-14B-Chat
100	0.631697531	2.99649	33.372382	100	5,000	vLLM	Qwen1.5-14B-Chat
200	0.627552037	5.388183	37.118263	200	5,000	vLLM	Qwen1.5-14B-Chat