Datasets:
Upload results/tier1_llm_latency_results.json with huggingface_hub
Browse files
results/tier1_llm_latency_results.json
ADDED
|
@@ -0,0 +1,182 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"llama3.1:8b_short": {
|
| 3 |
+
"model": "llama3.1:8b",
|
| 4 |
+
"context": "short",
|
| 5 |
+
"context_description": "Short (50 tokens)",
|
| 6 |
+
"num_predict": 50,
|
| 7 |
+
"n_measurements": 100,
|
| 8 |
+
"total_latency_ms": {
|
| 9 |
+
"mean": 551.72,
|
| 10 |
+
"std": 70.44,
|
| 11 |
+
"median": 576.87,
|
| 12 |
+
"p95": 605.78,
|
| 13 |
+
"p99": 612.48,
|
| 14 |
+
"min": 339.01,
|
| 15 |
+
"max": 614.75
|
| 16 |
+
},
|
| 17 |
+
"time_to_first_token_ms": {
|
| 18 |
+
"mean": 7.45,
|
| 19 |
+
"std": 2.55,
|
| 20 |
+
"median": 6.61
|
| 21 |
+
},
|
| 22 |
+
"tokens_per_second": {
|
| 23 |
+
"mean": 157.67,
|
| 24 |
+
"std": 1.74,
|
| 25 |
+
"median": 157.15
|
| 26 |
+
},
|
| 27 |
+
"output_tokens": {
|
| 28 |
+
"mean": 45.9,
|
| 29 |
+
"std": 9.68
|
| 30 |
+
}
|
| 31 |
+
},
|
| 32 |
+
"llama3.1:8b_medium": {
|
| 33 |
+
"model": "llama3.1:8b",
|
| 34 |
+
"context": "medium",
|
| 35 |
+
"context_description": "Medium (300 tokens)",
|
| 36 |
+
"num_predict": 300,
|
| 37 |
+
"n_measurements": 50,
|
| 38 |
+
"total_latency_ms": {
|
| 39 |
+
"mean": 2241.54,
|
| 40 |
+
"std": 300.39,
|
| 41 |
+
"median": 2389.78,
|
| 42 |
+
"p95": 2413.01,
|
| 43 |
+
"p99": 2426.19,
|
| 44 |
+
"min": 1611.02,
|
| 45 |
+
"max": 2428.77
|
| 46 |
+
},
|
| 47 |
+
"time_to_first_token_ms": {
|
| 48 |
+
"mean": 9.41,
|
| 49 |
+
"std": 3.75,
|
| 50 |
+
"median": 8.52
|
| 51 |
+
},
|
| 52 |
+
"tokens_per_second": {
|
| 53 |
+
"mean": 153.85,
|
| 54 |
+
"std": 0.55,
|
| 55 |
+
"median": 153.66
|
| 56 |
+
},
|
| 57 |
+
"output_tokens": {
|
| 58 |
+
"mean": 279.52,
|
| 59 |
+
"std": 41.11
|
| 60 |
+
}
|
| 61 |
+
},
|
| 62 |
+
"llama3.1:8b_long": {
|
| 63 |
+
"model": "llama3.1:8b",
|
| 64 |
+
"context": "long",
|
| 65 |
+
"context_description": "Long (800 tokens)",
|
| 66 |
+
"num_predict": 800,
|
| 67 |
+
"n_measurements": 30,
|
| 68 |
+
"total_latency_ms": {
|
| 69 |
+
"mean": 5604.46,
|
| 70 |
+
"std": 576.71,
|
| 71 |
+
"median": 5961.43,
|
| 72 |
+
"p95": 6018.53,
|
| 73 |
+
"p99": 6031.08,
|
| 74 |
+
"min": 4708.78,
|
| 75 |
+
"max": 6034.02
|
| 76 |
+
},
|
| 77 |
+
"time_to_first_token_ms": {
|
| 78 |
+
"mean": 12.04,
|
| 79 |
+
"std": 10.41,
|
| 80 |
+
"median": 8.53
|
| 81 |
+
},
|
| 82 |
+
"tokens_per_second": {
|
| 83 |
+
"mean": 151.74,
|
| 84 |
+
"std": 0.23,
|
| 85 |
+
"median": 151.66
|
| 86 |
+
},
|
| 87 |
+
"output_tokens": {
|
| 88 |
+
"mean": 747.5,
|
| 89 |
+
"std": 80.2
|
| 90 |
+
}
|
| 91 |
+
},
|
| 92 |
+
"gemma2:2b_short": {
|
| 93 |
+
"model": "gemma2:2b",
|
| 94 |
+
"context": "short",
|
| 95 |
+
"context_description": "Short (50 tokens)",
|
| 96 |
+
"num_predict": 50,
|
| 97 |
+
"n_measurements": 100,
|
| 98 |
+
"total_latency_ms": {
|
| 99 |
+
"mean": 452.28,
|
| 100 |
+
"std": 54.85,
|
| 101 |
+
"median": 480.17,
|
| 102 |
+
"p95": 498.86,
|
| 103 |
+
"p99": 511.55,
|
| 104 |
+
"min": 316.09,
|
| 105 |
+
"max": 516.29
|
| 106 |
+
},
|
| 107 |
+
"time_to_first_token_ms": {
|
| 108 |
+
"mean": 4.83,
|
| 109 |
+
"std": 1.66,
|
| 110 |
+
"median": 4.27
|
| 111 |
+
},
|
| 112 |
+
"tokens_per_second": {
|
| 113 |
+
"mean": 245.54,
|
| 114 |
+
"std": 4.98,
|
| 115 |
+
"median": 245.59
|
| 116 |
+
},
|
| 117 |
+
"output_tokens": {
|
| 118 |
+
"mean": 43.38,
|
| 119 |
+
"std": 10.09
|
| 120 |
+
}
|
| 121 |
+
},
|
| 122 |
+
"gemma2:2b_medium": {
|
| 123 |
+
"model": "gemma2:2b",
|
| 124 |
+
"context": "medium",
|
| 125 |
+
"context_description": "Medium (300 tokens)",
|
| 126 |
+
"num_predict": 300,
|
| 127 |
+
"n_measurements": 50,
|
| 128 |
+
"total_latency_ms": {
|
| 129 |
+
"mean": 1822.94,
|
| 130 |
+
"std": 120.22,
|
| 131 |
+
"median": 1875.08,
|
| 132 |
+
"p95": 1909.88,
|
| 133 |
+
"p99": 1921.75,
|
| 134 |
+
"min": 1476.14,
|
| 135 |
+
"max": 1923.77
|
| 136 |
+
},
|
| 137 |
+
"time_to_first_token_ms": {
|
| 138 |
+
"mean": 6.83,
|
| 139 |
+
"std": 1.73,
|
| 140 |
+
"median": 6.25
|
| 141 |
+
},
|
| 142 |
+
"tokens_per_second": {
|
| 143 |
+
"mean": 239.58,
|
| 144 |
+
"std": 0.43,
|
| 145 |
+
"median": 239.59
|
| 146 |
+
},
|
| 147 |
+
"output_tokens": {
|
| 148 |
+
"mean": 289.0,
|
| 149 |
+
"std": 22.16
|
| 150 |
+
}
|
| 151 |
+
},
|
| 152 |
+
"gemma2:2b_long": {
|
| 153 |
+
"model": "gemma2:2b",
|
| 154 |
+
"context": "long",
|
| 155 |
+
"context_description": "Long (800 tokens)",
|
| 156 |
+
"num_predict": 800,
|
| 157 |
+
"n_measurements": 30,
|
| 158 |
+
"total_latency_ms": {
|
| 159 |
+
"mean": 4430.18,
|
| 160 |
+
"std": 438.05,
|
| 161 |
+
"median": 4712.75,
|
| 162 |
+
"p95": 4745.05,
|
| 163 |
+
"p99": 4783.99,
|
| 164 |
+
"min": 3752.64,
|
| 165 |
+
"max": 4796.41
|
| 166 |
+
},
|
| 167 |
+
"time_to_first_token_ms": {
|
| 168 |
+
"mean": 7.56,
|
| 169 |
+
"std": 4.06,
|
| 170 |
+
"median": 6.19
|
| 171 |
+
},
|
| 172 |
+
"tokens_per_second": {
|
| 173 |
+
"mean": 234.56,
|
| 174 |
+
"std": 0.58,
|
| 175 |
+
"median": 234.37
|
| 176 |
+
},
|
| 177 |
+
"output_tokens": {
|
| 178 |
+
"mean": 747.97,
|
| 179 |
+
"std": 79.19
|
| 180 |
+
}
|
| 181 |
+
}
|
| 182 |
+
}
|