customer-transcript-analytics / token_stats.json
kaushik-systalyze's picture
Build customer-transcript-analytics dataset (seed=42, p90<=8192)
8f98dcf verified
Raw
History Blame Contribute Delete
3.49 kB
{
"source": {
"rows": 1566,
"input_tokens_mean": 599.8,
"input_tokens_p50": 569,
"input_tokens_p75": 634,
"input_tokens_p90": 712,
"input_tokens_p95": 793,
"input_tokens_p99": 908,
"expected_max_new_tokens_mean": 104.9,
"prefill_ratio_mean": 0.8492,
"decode_ratio_mean": 0.1508,
"static_prefix_reuse_p90": 0.0654,
"bucket_counts": {
"512_1k": 1560,
"1k_2k": 6
},
"source_mix": {
"Taskmaster2": 544,
"SalesBot": 363,
"Taskmaster3": 331,
"MULTIWOZ2_2": 232,
"ABCD": 61,
"SGD": 35
}
},
"long_dialogue": {
"rows": 1217,
"input_tokens_mean": 3581.4,
"input_tokens_p50": 3045,
"input_tokens_p75": 5654,
"input_tokens_p90": 6542,
"input_tokens_p95": 7652,
"input_tokens_p99": 13680,
"expected_max_new_tokens_mean": 150.4,
"prefill_ratio_mean": 0.9414,
"decode_ratio_mean": 0.0586,
"static_prefix_reuse_p90": 0.0407,
"bucket_counts": {
"512_1k": 184,
"1k_2k": 246,
"2k_4k": 369,
"4k_8k": 369,
"8k_16k": 49
},
"source_mix": {
"QMSum": 716,
"ICSI": 273,
"AMI": 228
}
},
"short_control": {
"rows": 3000,
"input_tokens_mean": 304.0,
"input_tokens_p50": 300,
"input_tokens_p75": 384,
"input_tokens_p90": 441,
"input_tokens_p95": 472,
"input_tokens_p99": 504,
"expected_max_new_tokens_mean": 100.3,
"prefill_ratio_mean": 0.7358,
"decode_ratio_mean": 0.2642,
"static_prefix_reuse_p90": 0.2037,
"bucket_counts": {
"short_under_512": 3000
},
"source_mix": {
"ABCD": 545,
"SGD": 495,
"Taskmaster3": 488,
"Taskmaster2": 459,
"MULTIWOZ2_2": 434,
"bitext/Bitext-customer-support-llm-chatbot-training-dataset": 391,
"SalesBot": 188
}
},
"holdout_eval": {
"rows": 1049,
"input_tokens_mean": 1163.5,
"input_tokens_p50": 520,
"input_tokens_p75": 863,
"input_tokens_p90": 3240,
"input_tokens_p95": 5443,
"input_tokens_p99": 7476,
"expected_max_new_tokens_mean": 113.6,
"prefill_ratio_mean": 0.8224,
"decode_ratio_mean": 0.1776,
"static_prefix_reuse_p90": 0.1576,
"bucket_counts": {
"short_under_512": 491,
"512_1k": 313,
"1k_2k": 77,
"2k_4k": 94,
"4k_8k": 65,
"8k_16k": 9
},
"source_mix": {
"QMSum": 200,
"Taskmaster2": 167,
"Taskmaster3": 150,
"MULTIWOZ2_2": 107,
"SGD": 93,
"ABCD": 88,
"SalesBot": 85,
"bitext/Bitext-customer-support-llm-chatbot-training-dataset": 61,
"ICSI": 59,
"AMI": 39
}
},
"overall": {
"rows": 6832,
"input_tokens_mean": 1087.6,
"input_tokens_p50": 495,
"input_tokens_p75": 675,
"input_tokens_p90": 3233,
"input_tokens_p95": 5772,
"input_tokens_p99": 7709,
"expected_max_new_tokens_mean": 112.3,
"prefill_ratio_mean": 0.8117,
"decode_ratio_mean": 0.1883,
"static_prefix_reuse_p90": 0.1659,
"bucket_counts": {
"short_under_512": 3491,
"512_1k": 2057,
"1k_2k": 329,
"2k_4k": 463,
"4k_8k": 434,
"8k_16k": 58
},
"source_mix": {
"Taskmaster2": 1170,
"Taskmaster3": 969,
"QMSum": 916,
"MULTIWOZ2_2": 773,
"ABCD": 694,
"SalesBot": 636,
"SGD": 623,
"bitext/Bitext-customer-support-llm-chatbot-training-dataset": 452,
"ICSI": 332,
"AMI": 267
}
}
}