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AINovice2005
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raw_benchmark_results_pruna

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train · 14 rows

run int64 1 1	model_id large_stringclasses 1 value	prompt_target_length int64 32 128	actual_prompt_length int64 38 134	generation_length int64 64 4.1k	prefill_latency_s float64 0.01 0.03	prefill_peak_memory_gb float64 1.05 1.21	decode_time_s float64 0.77 49.6	decode_tokens_per_sec float64 82 83.3	avg_decode_latency_per_token_ms float64 12 12.2	peak_memory_gb float64 1.05 1.21	decode_memory_growth_gb float64 0 0.06	memory_per_generated_token_mb float64 0 0.04	compile_backend large_stringclasses 1 value	compile_mode large_stringclasses 1 value	quantization large_stringclasses 1 value	dtype large_stringclasses 1 value
1	meta-llama/Llama-3.2-1B-Instruct	32	38	64	0.032277	1.048965	0.769946	83.122747	12.030401	1.051255	0.00229	0.036636	inductor	reduce-overhead	HQQ_4bit	bfloat16
1	meta-llama/Llama-3.2-1B-Instruct	32	38	128	0.014933	1.061395	1.543367	82.935541	12.057557	1.061395	0	0	inductor	reduce-overhead	HQQ_4bit	bfloat16
1	meta-llama/Llama-3.2-1B-Instruct	32	38	256	0.01471	1.063348	3.113218	82.230024	12.161008	1.063348	0	0	inductor	reduce-overhead	HQQ_4bit	bfloat16
1	meta-llama/Llama-3.2-1B-Instruct	32	38	512	0.014708	1.067255	6.233744	82.133623	12.175282	1.067255	0	0	inductor	reduce-overhead	HQQ_4bit	bfloat16
1	meta-llama/Llama-3.2-1B-Instruct	32	38	1,024	0.01455	1.075067	12.472993	82.097376	12.180657	1.098125	0.023057	0.023057	inductor	reduce-overhead	HQQ_4bit	bfloat16
1	meta-llama/Llama-3.2-1B-Instruct	32	38	2,048	0.014635	1.100746	24.975721	81.999633	12.195176	1.114073	0.013327	0.006664	inductor	reduce-overhead	HQQ_4bit	bfloat16
1	meta-llama/Llama-3.2-1B-Instruct	32	38	4,096	0.01467	1.122448	49.636076	82.520624	12.118183	1.1786	0.056152	0.014038	inductor	reduce-overhead	HQQ_4bit	bfloat16
1	meta-llama/Llama-3.2-1B-Instruct	128	134	64	0.025028	1.210674	0.773246	82.767936	12.081973	1.210674	0	0	inductor	reduce-overhead	HQQ_4bit	bfloat16
1	meta-llama/Llama-3.2-1B-Instruct	128	134	128	0.027231	1.113491	1.537281	83.263873	12.010011	1.113491	0	0	inductor	reduce-overhead	HQQ_4bit	bfloat16
1	meta-llama/Llama-3.2-1B-Instruct	128	134	256	0.025667	1.115444	3.083649	83.018519	12.045505	1.115444	0	0	inductor	reduce-overhead	HQQ_4bit	bfloat16
1	meta-llama/Llama-3.2-1B-Instruct	128	134	512	0.025841	1.11935	6.245179	81.983241	12.197615	1.11935	0	0	inductor	reduce-overhead	HQQ_4bit	bfloat16
1	meta-llama/Llama-3.2-1B-Instruct	128	134	1,024	0.02565	1.127162	12.463327	82.16105	12.171217	1.127162	0	0	inductor	reduce-overhead	HQQ_4bit	bfloat16
1	meta-llama/Llama-3.2-1B-Instruct	128	134	2,048	0.026051	1.150026	24.588242	83.291845	12.005977	1.150026	0	0	inductor	reduce-overhead	HQQ_4bit	bfloat16
1	meta-llama/Llama-3.2-1B-Instruct	128	134	4,096	0.025748	1.174037	49.573306	82.625112	12.102858	1.205843	0.031806	0.007951	inductor	reduce-overhead	HQQ_4bit	bfloat16

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