# HELP refinery_pairs_verified Total verified distillation pairs in PQR Knowledge Refinery # TYPE refinery_pairs_verified counter refinery_pairs_verified 2654 # HELP refinery_target_pairs Target distillation pairs for epoch # TYPE refinery_target_pairs gauge refinery_target_pairs 5000 # HELP refinery_ewma_rate Exponentially weighted moving average pairs per minute # TYPE refinery_ewma_rate gauge refinery_ewma_rate 13.5 # HELP refinery_instant_rate Instantaneous pairs per minute # TYPE refinery_instant_rate gauge refinery_instant_rate 13.5 # HELP refinery_ewma_stddev Standard deviation of EWMA throughput # TYPE refinery_ewma_stddev gauge refinery_ewma_stddev 1.08 # HELP refinery_gold_total Total GOLD curriculum pairs accepted # TYPE refinery_gold_total counter refinery_gold_total 1615 # HELP refinery_silver_total Total SILVER curriculum pairs accepted # TYPE refinery_silver_total counter refinery_silver_total 773 # HELP refinery_bronze_total Total BRONZE curriculum pairs escalated # TYPE refinery_bronze_total counter refinery_bronze_total 266 # HELP refinery_avg_kl Rolling average Teacher-Student KL divergence # TYPE refinery_avg_kl gauge refinery_avg_kl 0.153 # HELP refinery_avg_agreement Rolling average Teacher-Student Cosine agreement # TYPE refinery_avg_agreement gauge refinery_avg_agreement 0.895 # HELP refinery_avg_quality Rolling average composite curriculum quality score # TYPE refinery_avg_quality gauge refinery_avg_quality 0.903 # HELP refinery_blackwell_escalations Total hard examples escalated to NVIDIA Blackwell Tier-0 # TYPE refinery_blackwell_escalations counter refinery_blackwell_escalations 130 # HELP refinery_blackwell_queue Current NVIDIA Blackwell escalation queue depth # TYPE refinery_blackwell_queue gauge refinery_blackwell_queue 0 # HELP refinery_apu_distributed Total $APU distributed by Knowledge Refinery # TYPE refinery_apu_distributed counter refinery_apu_distributed 9304.75 # HELP refinery_pqr_distributed Total $PQR distributed by Knowledge Refinery # TYPE refinery_pqr_distributed counter refinery_pqr_distributed 1860.95