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Lakshan2003
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slm-cost-benchmark-final-summary

model stringclasses 9 values	samples int64 1k 1k	avg_latency_seconds float64 0.94 4.14	median_latency_seconds float64 0.9 3.96	std_latency_seconds float64 0.27 1.27	avg_ttft_seconds float64 0.02 0.08	median_ttft_seconds float64 0.02 0.08	avg_gpu_memory_gb float64 2.36 24.4	max_gpu_memory_gb float64 2.37 24.4	disk_storage_gb float64 2.35 15.4	avg_output_tokens float64 40.7 58.2	total_output_tokens int64 40.7k 58.2k	avg_seconds_per_token float64 0.02 0.07	median_seconds_per_token float64 0.02 0.07
Llama-3.2-1B-Instruct	1,000	0.94	0.9	0.27	0.02	0.02	2.36	2.37	2.35	44.84	44,838	0.02	0.02
Qwen3-1.7B-Instruct	1,000	1.83	1.76	0.55	0.05	0.05	3.9	3.94	3.87	41.04	41,045	0.04	0.04
LLaMA-3.2-3B-Instruct	1,000	1.59	1.53	0.49	0.04	0.04	6.11	6.14	6.08	45.58	45,584	0.04	0.03
SmolLM3-3B-Instruct	1,000	2.09	2.03	0.61	0.05	0.05	5.82	5.84	5.86	50.34	50,341	0.04	0.04
Phi-4-Mini	1,000	2.07	1.98	0.64	0.06	0.06	7.3	7.34	7.2	44.02	44,023	0.05	0.05
Qwen3-4B-Instruct	1,000	2.32	2.17	0.79	0.06	0.06	7.7	7.74	7.63	40.66	40,660	0.06	0.06
Gemma-3-4B-Instruct	1,000	4.14	3.96	1.27	0.08	0.08	24.4	24.44	8.17	58.17	58,168	0.07	0.07
LLaMA-3.1-8B-Instruct	1,000	1.81	1.77	0.54	0.04	0.04	15.1	15.14	15.12	46.29	46,294	0.04	0.04
Qwen3-8B-Instruct	1,000	2.44	2.34	0.72	0.06	0.06	15.42	15.47	15.44	43.17	43,166	0.06	0.06

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