Command Center

API · online
AJ

Command Center

Operational overview · last 24h

System Pulse

Live runtime telemetry

Phase Visualizer

Sleep cycle · animated

cycle 4 / 5
MODELDistilBERTWAKEDREAMNIGHTMARECOMPRESS
WAKEDREAMNIGHTMARECOMPRESSNightmare

Wake

Anchor representations on clean data

Dream

Mild distortions to learn invariance

Nightmare

Adversarial stress for robustness

Compress

Distill into a leaner student

Robustness Radar

5-axis · hardened vs baseline

demo dataavg +18.4
CharacterWordSemanticSyntacticAttacks
Character+24
86vs62
Word+23
81vs58
Semantic+13
84vs71
Syntactic+14
79vs65
Attacks+31
72vs41
HardenedBaseline

Live Metrics

Loss curves across phases

demo data
0.821.221.622.012.41
wakedreamnightmarecompress

Steps

1,024

Tokens

204k

Throughput

1.2 k/s

Wall time

12m 04s

Distortion Preview

Dream vs Nightmare · live API

/api/v1/generate/*
Source text125 chars
0.50
Dream · soft

Click Distort to call /api/v1/generate/dream

Nightmare · adversarial

Click Distort to call /api/v1/generate/nightmare

Audit Trail

8 events

  1. alertevt-018·10s agosystem

    Nightmare phase loss spike detected — 1.84 (+0.32 σ)

    exp_4f0a · cycle 4

  2. runevt-017·12m agoadit

    Started training run wikitext-resilient-v3

    DistilBERT · 5 cycles

  3. configevt-016·14m agoadit

    Updated nightmare strength 0.7 → 0.8

    config · global

  4. deployevt-015·1h agoci-bot

    Deployed hardened-v3 to staging (model store)

    tag:hardened-v3.0.4

  5. authevt-014·3h agoadit

    API key rotated · scope=eval-only

    rk_2bF…1Jq

  6. runevt-013·5h agoscheduler

    Completed run distilgpt2-night-only · robustness 86.1

    exp_2e80 · 1h 04m

  7. configevt-012·6h agoadit

    Pruning ratio set to 0.40 for compress phase

    compress.pruning

  8. alertevt-011·7h agosystem

    GPU VRAM pressure · 3.4/4.0GB sustained

    node-01