{"status":"ok","operational_mode":"EUROPEAN_NIGHT_QLORA_MOE_TRAINING","mode_badge":"🌙 EUROPEAN NIGHT: QLoRA TRAINING MORE MoE ON MORE DATASETS (Instant Inference Preemption Armed)","inference_availability":"AVAILABLE (<1.0s Automatic Preemption): The single Tesla T4 is currently running BOINC QLoRA MoE training shards during the quiet window, but any /v1/chat/completions request immediately preempts training and serves your prompt.","sole_active_gpu":false,"active_producers_count":4,"hardware":{"primary_gpu":"NVIDIA Tesla T4 (16 GB GDDR6)","node_host":"socreateai-agora-hermes-node1 (us-east4-b)","secondary_gpu":"NVIDIA GeForce RTX 2070 (8 GB GDDR6 Turing — Ready Induction Profile)","vram_used_mib":10301,"vram_total_mib":15360,"vram_free_mib":5059,"vram_utilization_pct":67.1,"temp_c":71,"power_w":31.16,"resident_processes":[{"name":"RTX 2070 Producer (rtx-2070-producer-9351 • hivemind/coder & coder-lite Live Inference)","mib":5462},{"name":"llama-server (hivemind/bee-stars • Qwen2.5-1.5B + NIGHT-MOE-1 Stars LoRA)","mib":4838},{"name":"BOINC hivemind_qlora_moe (Tesla T4 Chained 6-Domain MoE Training • hmq_00015 (domain=edu_web, chained=True, 6-domain MoE))","mib":3409}]},"european_schedule":{"timezone":"Europe/Paris (CET/CEST)","current_utc_iso":"2026-10-25T21:02:19+00:00","current_european_time":"2026-10-25 22:02:19 CET","current_european_hour":22,"is_european_night_window":true,"night_window_cet":"22:00 – 07:00 CET/CEST (21:00 – 06:00 UTC)","day_window_cet":"07:00 – 22:00 CET/CEST (06:00 – 21:00 UTC)","day_policy":"Sole Tesla T4 dedicated 100% to low-latency interactive inference (hivemind/coder, hivemind/bee-stars, hivemind/coder-lite, hivemind/auto).","night_policy":"During European Night (22:00–07:00 CET/CEST) and quiet intervals (>=30s idle), the T4 runs BOINC QLoRA training of more MoE experts across more datasets (WikiText-2 signed shards, GAIA/Hipparcos Stars, Kepler/TESS Exoplanets, Verified GSM8K/Lean4 Maths, and Execution-Verified Code/Cyber), yielding in <1s whenever an inference request arrives."},"governor":{"daemon":"hivemind-t4-governor.service","poll_interval_s":1.0,"idle_start_threshold_s":5.0,"state":"training","boinc_gpu_mode":"always","hold_file_present":false,"in_flight_requests":0,"yields_count":21,"last_yield_ms":61,"preemption_policy":"100% Inference Priority: t4_governor.py polls nginx stub_status every 1.0s. On any in-flight /v1/chat/completions request, BOINC GPU mode is set to 'never' immediately, freeing the T4 for inference and resuming QLoRA MoE training from the last 10-step segment checkpoint."},"live_inference_models":["hivemind/auto","hivemind/bee-stars","hivemind/coder","hivemind/coder-lite"],"qlora_progress":{"boinc_app":"hivemind_qlora_moe (Granite-3.1-1B-A400M 6-Domain Sparse MoE + RTX 2070 Live Inference)","workgen_daemon":"hivemind-t4-workgen.service","assimilated_workunits":16,"queued_workunit":"hmq_00015 (domain=edu_web, chained=True, 6-domain MoE)","segment_checkpoint_steps":10,"inner_steps_per_workunit":40,"peak_training_vram_mib":3409,"replay_max_divergence":0.0,"verified_cobblestones":853.35,"held_out_eval_loss_before":2.2796,"held_out_eval_loss_after":2.1972},"qlora_moe_curriculum":[{"track_id":"BOINC-MOE-GRANITE-WIKITEXT","moe_backbone":"ibm-granite/granite-3.1-1b-a400m-base (1.3B Sparse MoE, 400M active)","qlora_recipe":"NF4 double-quantized attention (q,k,v,o) + fp32 LoRA r=8, alpha=16 (1,376,256 trainable params)","dataset_name":"Salesforce/wikitext (wikitext-2-raw-v1 • 10 HMAC-SHA256 signed shards hmq_00001..00010)","schedule_window":"European Night (22:00–07:00 CET/CEST) & >=30s Quiet Windows","vram_footprint_mib":3409,"status":"ACTIVE_CHAINED_QUEUE","measured_evidence":"40 steps in 85s on T4; held-out eval loss 2.280 -> 2.167; replay divergence 0.0 (B1-B6 PASS)"},{"track_id":"NIGHT-MOE-1-BEE-STARS","moe_backbone":"Qwen2.5-Coder-7B / 1.5B Specialist Expert (hivemind/bee-stars)","qlora_recipe":"QLoRA 4-bit NF4 + LoRA Expert Adapter (300 steps, exact paired McNemar gate)","dataset_name":"GAIA / Hipparcos Stellar Spectral Classification & Luminosity Pack (n=317)","schedule_window":"Trained European Night 2026-10-24/25 -> Now Served Live 24/7","vram_footprint_mib":4838,"status":"VALIDATED_AND_SERVING_LIVE","measured_evidence":"Accuracy 0.489 -> 0.893 (+40.4%, McNemar p < 1e-4); beats shuffled control 193 to 7"},{"track_id":"NIGHT-MOE-2-EXOPLANET","moe_backbone":"Qwen2.5-Coder-7B / 14B & Sparse MoE Specialist Expert (exoplanet)","qlora_recipe":"QLoRA NF4 + Star-Split Paired Adapter-vs-Control Gate + La Ruche SigmaMoE Router","dataset_name":"Kepler / TESS Exoplanet Transit & Stellar-Host Split Catalogue (n=600)","schedule_window":"European Night (22:00–07:00 CET/CEST) Multi-Dataset Expansion","vram_footprint_mib":10230,"status":"SCHEDULED_NIGHT_WINDOW","measured_evidence":"NIGHT-MOE-1 post-hoc: adapter beat shuffled control 309 to 17 on 600 items; queued for routed MoE gate"},{"track_id":"NIGHT-MOE-2-VERIFIED-MATHS","moe_backbone":"Qwen2.5-Coder-7B / 14B & gpt-oss-20B / Qwen3-30B-A3B MoE (maths)","qlora_recipe":"Rejection-Sampled Self-Solutions (E15) + Cross-Domain Adapter Control","dataset_name":"GSM8K & Lean 4 Execution-Verified Mathematical Proofs (n=300+)","schedule_window":"European Night (22:00–07:00 CET/CEST) Multi-Dataset Expansion","vram_footprint_mib":10230,"status":"SCHEDULED_NIGHT_WINDOW","measured_evidence":"Replaces terse gold text with verified self-generated solutions to eliminate format interference"},{"track_id":"NIGHT-MOE-2-CODE-AND-CYBER","moe_backbone":"Qwen2.5-Coder-7B / 14B & Qwen3-Coder-30B-A3B Sparse MoE (code + cyber)","qlora_recipe":"Execution-Attested Pytest Sandbox + Verified CTI-Bench / MMLU Security MCQ","dataset_name":"OpenRouter Live Coding Failure Distillations + Verified Cyber MCQ Pack (n=300+)","schedule_window":"European Night (22:00–07:00 CET/CEST) Multi-Dataset Expansion","vram_footprint_mib":10230,"status":"SCHEDULED_NIGHT_WINDOW","measured_evidence":"Trains La Ruche SigmaMoE sigmoid gate across coding, astrophysics, maths, and cyber experts"}]}