truth-encoding-checkpoints / phase2_scaling /sample_size_decision.json
SamZou's picture
Upload Phase 2 scaling: activations, probing results, figures, code
a544de6 verified
Raw
History Blame Contribute Delete
1.72 kB
{
"pilot_relation": "P19",
"pilot_subset": "N50",
"pilot_sentences": 100,
"pilot_timing": {
"llama_3_1_8b": {
"model_id": "meta-llama/Llama-3.1-8B",
"model_key": "llama_3_1_8b",
"num_layers": 32,
"hidden_dim": 4096,
"sentences_processed": 100,
"model_init_seconds": 1.4,
"remote_execution_seconds": 171.3,
"total_wall_clock_seconds": 171.32,
"seconds_per_sentence": 1.713
},
"llama_3_1_70b": {
"model_id": "meta-llama/Llama-3.1-70B",
"model_key": "llama_3_1_70b",
"num_layers": 80,
"hidden_dim": 8192,
"sentences_processed": 100,
"model_init_seconds": 2.93,
"remote_execution_seconds": 231.83,
"total_wall_clock_seconds": 231.86,
"seconds_per_sentence": 2.319
}
},
"estimated_full_extraction": {
"N50": {
"sentences": 600,
"multiplier": 6.0,
"estimated_8b_seconds": 1027.9,
"estimated_70b_seconds": 1391.2,
"estimated_total_seconds": 2419.1
},
"N75": {
"sentences": 900,
"multiplier": 9.0,
"estimated_8b_seconds": 1541.9,
"estimated_70b_seconds": 2086.7,
"estimated_total_seconds": 3628.6
},
"N100": {
"sentences": 1200,
"multiplier": 12.0,
"estimated_8b_seconds": 2055.8,
"estimated_70b_seconds": 2782.3,
"estimated_total_seconds": 4838.2
}
},
"decision": {
"N_final": 100,
"rationale": "N100 estimated at 81min total extraction, well within remaining time budget before July 17 deadline. Reserving 6+ hours for probing, validation, figures, and debugging.",
"decided_at": "2026-07-12"
}
}