Project Kaizen Dashboard
Mac Studio M3 Ultra (512GB) - AI Services Health Report
Summary
| Metric |
Value |
| Services Running |
13/13 |
| Primary Model |
Qwen3.5-397B-A17B (MoE) |
| Ollama Version |
v0.17.5 |
| Unified Memory |
512 GB |
Local LLM Models (Ollama)
| Model |
Base |
Size |
Active Params |
Speed |
max:voice |
Qwen3.5-35B-A3B |
~23GB |
3B |
42.9 tok/s |
max:deep |
Qwen3.5-397B-A17B |
~189GB |
17B |
17.6 tok/s |
max:think |
Qwen3.5-397B-A17B |
~189GB |
17B |
17.5 tok/s |
max:mem |
qwen3:8b |
~5GB |
8B |
Fact extraction |
mxbai-embed-large |
— |
~0.7GB |
— |
Embeddings (1024-dim) |
Core AI Services
| Service |
Port |
Status |
Description |
| Ollama |
11434 |
Running |
LLM inference engine (v0.17.5) |
| WebSearch Proxy |
11435 |
Running |
Search, memory, context injection (v1.3.0) |
| Orchestrator |
11440 |
Running |
Dashboard API, memory proxy, service control |
| OpenWebUI |
8080 |
Running |
Web chat interface (v0.8.1) |
| Memory Service |
8100 |
Running |
Mem0 + ChromaDB personal memory |
Voice Services
| Service |
Port |
Status |
Details |
| Whisper STT |
8002 |
Running |
Whisper Large v3 Turbo (MLX) |
| Hybrid TTS |
8003 |
Running |
Kokoro + Piper (10 voices, 24kHz) |
Cloud AI Proxies
| Service |
Port |
Status |
Models |
| Z.AI Proxy |
5001 |
Running |
GLM-5, GLM-4.7, GLM-4.6 |
| Claude Proxy |
5002 |
Running |
Opus 4.6, Sonnet 4.6, Haiku 4.5 |
| Codex Proxy |
5003 |
Running |
GPT-5.2 Codex, GPT-5.1 Codex Max |
Network Services
| Service |
Port |
Status |
Notes |
| Caddy HTTPS |
8443 |
Running |
Reverse proxy |
| Cloudflare Tunnel |
— |
Running |
External tunnel access |
| Glances |
61208 |
Running |
System monitoring |
Quick Commands
Service Management
~/mlxcore/kaizen.sh start - Start all services~/mlxcore/kaizen.sh stop - Stop all services~/mlxcore/kaizen.sh status - Check service status~/mlxcore/kaizen.sh dashboard - Detailed dashboard
Testing
OLLAMA_MODELS=$HOME/mlxcore/services/ollama_models ollama run max:voice - Chat with Max (CLI)curl http://localhost:11435/health - Check WebSearch healthcurl http://localhost:8003/audio/voices - List TTS voicescurl http://localhost:8100/health - Check Memory service
File Locations
| Path |
Description |
~/mlxcore/ |
Main project directory |
~/mlxcore/services/ |
All services |
~/mlxcore/config/ |
Configuration files |
~/mlxcore/services/ollama_models/ |
LLM model storage |
~/mlxcore/logs/ |
Service logs |
~/mlxcore/kaizen.sh |
Master control script |
KAIZEN