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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
501	0.061961747	10.906289	45.9368	500	200	CTranslate2	Llama-2-13b-chat-hf
101	0.124875571	2.35734	42.844899	100	500	CTranslate2	Llama-2-13b-chat-hf
201	0.126747997	4.573837	43.945593	200	500	CTranslate2	Llama-2-13b-chat-hf
501	0.125661548	11.509272	43.530122	500	500	CTranslate2	Llama-2-13b-chat-hf
101	0.233377037	2.564928	39.377323	100	1,000	CTranslate2	Llama-2-13b-chat-hf
201	0.23441858	4.935281	40.727167	200	1,000	CTranslate2	Llama-2-13b-chat-hf
501	0.234270671	12.21036	41.030732	500	1,000	CTranslate2	Llama-2-13b-chat-hf
104	0.05138914497	1.000669	103.930462	100	20	vLLM	Llama-3.1-8B-Instruct-GGUF
216	0.05011715495	1.956439	110.404695	200	20	vLLM	Llama-3.1-8B-Instruct-GGUF
529	0.05333355197	4.860151	108.844351	500	20	vLLM	Llama-3.1-8B-Instruct-GGUF
110	0.185926525	1.135914	96.838349	100	100	vLLM	Llama-3.1-8B-Instruct-GGUF
225	0.1877376441	2.101046	107.089528	200	100	vLLM	Llama-3.1-8B-Instruct-GGUF
546	0.18903956	5.012532	108.926975	500	100	vLLM	Llama-3.1-8B-Instruct-GGUF
112	0.307846197	1.260481	88.854985	100	200	vLLM	Llama-3.1-8B-Instruct-GGUF
208	0.30952704	2.231451	93.212904	200	200	vLLM	Llama-3.1-8B-Instruct-GGUF
528	0.307871914	5.13516	102.820551	500	200	vLLM	Llama-3.1-8B-Instruct-GGUF
106	0.8546043701	1.817363	58.326274	100	500	vLLM	Llama-3.1-8B-Instruct-GGUF
207	0.8566886389	2.788397	74.236197	200	500	vLLM	Llama-3.1-8B-Instruct-GGUF
547	0.858630363	5.714631	95.719217	500	500	vLLM	Llama-3.1-8B-Instruct-GGUF
101	1.484605072	2.446909	41.276568	100	1,000	vLLM	Llama-3.1-8B-Instruct-GGUF
210	1.487890744	3.428039	61.259519	200	1,000	vLLM	Llama-3.1-8B-Instruct-GGUF
508	1.488155585	6.348738	80.0159	500	1,000	vLLM	Llama-3.1-8B-Instruct-GGUF
106	7.353627019	8.34566	12.701213	100	5,000	vLLM	Llama-3.1-8B-Instruct-GGUF
207	7.367983431	9.370478	22.090655	200	5,000	vLLM	Llama-3.1-8B-Instruct-GGUF
510	7.383157869	12.409504	41.097533	500	5,000	vLLM	Llama-3.1-8B-Instruct-GGUF
457	3.883662726	7.864943	58.105952	100	20	Ollama	Llama-3.1-8B-Instruct-GGUF
321	3.893035411	6.688769	47.990891	200	20	Ollama	Llama-3.1-8B-Instruct-GGUF
506	3.88474	8.312374	60.873101	500	20	Ollama	Llama-3.1-8B-Instruct-GGUF
397	3.895368151	7.362406	53.922589	100	100	Ollama	Llama-3.1-8B-Instruct-GGUF
475	3.912898709	8.078412	58.798685	200	100	Ollama	Llama-3.1-8B-Instruct-GGUF
523	3.904196244	8.509079	61.463763	500	100	Ollama	Llama-3.1-8B-Instruct-GGUF
285	3.897040179	6.374019	44.712765	100	200	Ollama	Llama-3.1-8B-Instruct-GGUF
468	3.922991144	8.009376	58.43152	200	200	Ollama	Llama-3.1-8B-Instruct-GGUF
525	3.911559536	8.538679	61.484923	500	200	Ollama	Llama-3.1-8B-Instruct-GGUF
427	3.885949722	7.609308	56.115485	100	500	Ollama	Llama-3.1-8B-Instruct-GGUF
334	3.901948378	6.824431	48.94181	200	500	Ollama	Llama-3.1-8B-Instruct-GGUF
475	3.921503275	8.097035	58.66345	500	500	Ollama	Llama-3.1-8B-Instruct-GGUF
366	3.890153965	7.089283	51.627221	100	1,000	Ollama	Llama-3.1-8B-Instruct-GGUF
323	3.898296889	6.73907	47.929459	200	1,000	Ollama	Llama-3.1-8B-Instruct-GGUF
453	3.92857142	7.917276	57.216649	500	1,000	Ollama	Llama-3.1-8B-Instruct-GGUF
788	3.899686003	10.773378	73.143264	100	5,000	Ollama	Llama-3.1-8B-Instruct-GGUF
838	3.8993608	11.218839	74.695786	200	5,000	Ollama	Llama-3.1-8B-Instruct-GGUF
574	3.930432972	8.978322	63.931771	500	5,000	Ollama	Llama-3.1-8B-Instruct-GGUF

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