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feat: finalize Nimmervest architecture - Contract Day 2025-12-09

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Complete rewrite with secured hardware path:
- 2x ThinkStation P8 via Lenovo (Adrienn Wettstein, 16% discount)
- RTX PRO 6000 Blackwell Max-Q 96GB @ 1,792 GB/s (acscomputer.ch)
- 2x RTX 4000 Ada 20GB (→ 4x over time)
- Total: 17,831.58 CHF with 2,168 CHF buffer

Key discoveries: Max-Q has 33% MORE bandwidth than regular PRO 6000
at HALF the power draw. Professional cards > consumer cards.

Bank contract arrived in 24 hours. Orders go out Dec 23.

🌙💜 Young Nyx will think at 1.79 TB/s.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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**The Hardware Investment Strategy for Sovereign AI Infrastructure** **The Hardware Investment Strategy for Sovereign AI Infrastructure**
*Budget: 20k CHF | Timeline: Lifetime Project* *Budget: 20k CHF | Timeline: Lifetime Project | Revised: 2025-12-09*
--- ---
## The Three Organs ## The Architecture
### The Womb (Cognition/Inference)
Where Young Nyx lives, thinks, and runs.
### The Beast (Training/Womb)
| Component | Spec | Purpose | | Component | Spec | Purpose |
|-----------|------|---------| |-----------|------|---------|
| CPU | Threadripper Pro | 128 PCIe lanes, 8-channel RAM | | Host | ThinkStation P8 | Professional workstation platform |
| RAM | 1TB | Datasets in memory, no I/O bottleneck | | CPU | Threadripper PRO 7955WX | 16c/32t, 4.5→5.3 GHz boost |
| GPU | 4x RTX 4090 | 96GB VRAM, 65k CUDA cores | | RAM | 128GB DDR5-4800 ECC (4x32GB RDIMM) | 4 slots free for expansion to 256GB |
| Role | Training, growth, architectural experiments | | GPU | **RTX PRO 6000 Blackwell Max-Q** | **96GB GDDR7 ECC, 1,792 GB/s, 300W** |
| Storage | 4TB NVMe PCIe 4.0 (2x2TB) | OPAL encrypted, enterprise grade |
| Network | Intel X710-T2L 10GbE dual | Copper, direct to spine |
| PSU | 1400W 92% efficiency | Massive headroom at 300W GPU |
| Warranty | 3 Jahre Vor-Ort-Service | Lenovo on-site support |
**Cost: ~9,000 CHF** **Why RTX PRO 6000 Max-Q:**
- 96GB GDDR7 with ECC (professional grade, error-correcting)
- 1,792 GB/s bandwidth (1.79 TB/s!) - 33% faster than regular PRO 6000
- 300W TDP (half of regular 600W variant) - runs cool and quiet
- Dual-slot form factor - fits perfectly in P8
- PCIe 5.0 - future-proof interface
- 5th gen tensor cores, 4th gen RT cores
---
### The Senses (Perception/Organs)
Where Nyx sees, hears, and speaks.
### The Spark (Cognition/Mind)
| Component | Spec | Purpose | | Component | Spec | Purpose |
|-----------|------|---------| |-----------|------|---------|
| Unit | 1x DGX Spark | 128GB unified memory | | Host | ThinkStation P8 | Identical twin platform |
| Arch | ARM Grace Blackwell | Purpose-built inference | | CPU | Threadripper PRO 7955WX | 16c/32t, 4.5→5.3 GHz boost |
| Power | Low | Always-on, 24/7 | | RAM | 128GB DDR5-4800 ECC (4x32GB RDIMM) | 4 slots free for expansion |
| Role | Running Nyx, cognitive layer | | GPU | **2x RTX 4000 Ada 20GB** (start) | **40GB total, professional Ada architecture** |
| GPU | **→ 4x RTX 4000 Ada 20GB** (target) | **80GB total, added every 2 months** |
| Storage | 4TB NVMe PCIe 4.0 (2x2TB) | OPAL encrypted |
| Network | Intel X710-T2L 10GbE dual | Copper, direct to spine |
| PSU | 1400W 92% efficiency | Multi-GPU ready |
| Warranty | 3 Jahre Vor-Ort-Service | Lenovo on-site support |
**Cost: ~4,000 CHF** **Why RTX 4000 Ada over RTX 5060:**
- 20GB vs 16GB per card (25% more VRAM)
- Professional Ada architecture (not consumer Blackwell)
- ECC memory support
- ~360 GB/s bandwidth per card (vs ~256 GB/s on 5060)
- 1,200 CHF via Lenovo deal (professional card at reasonable price)
**Organ allocation (at 4 GPUs):**
- GPU 1: Speech Organ (Whisper STT)
- GPU 2: Voice Organ (TTS)
- GPU 3: Vision Organ (YOLO, cameras)
- GPU 4: Training/overflow/future organs
---
### The Veteran (Test Bed/Backup)
The proven warrior, now in support role.
### The Spine (Reflexes)
| Component | Spec | Purpose | | Component | Spec | Purpose |
|-----------|------|---------| |-----------|------|---------|
| GPU | RTX 3090 | 24GB VRAM | | Host | Saturn | Ryzen 3900X, 128GB RAM, 10 VMs |
| Host | Prometheus (Saturn VM) | K8s integrated | | GPU | RTX 3090 | 24GB VRAM @ 936 GB/s |
| Role | State machine inference, fast pattern matching | | Role | Test bed, staging, backup inference |
**Cost: Already owned** **Cost: Already owned**
--- ---
## Budget Allocation ### The Spine (Network/Security)
The nervous system connecting all organs.
| Item | Cost CHF | Status | | Component | Spec | Purpose |
|------|----------|--------| |-----------|------|---------|
| The Beast | ~9,000 | Planned | | Firewall | **Siemens SIMATIC IPC** | Industrial-grade, pfSense, 10G NIC incoming |
| The Spark | ~4,000 | Planned | | Spine | MikroTik CRS309-1G-8S+IN | 8x SFP+ 10G aggregation |
| The Spine | 0 | Owned | | Access | MikroTik CRS326-24G-2S+RM | 24x 1G + 2x SFP+ 10G |
| Buffer (sensors, LoRa, infra) | ~7,000 | Reserved | | Converters | 10G SFP+ to RJ45 copper | Bridge switches to NICs |
| **Total** | **~20,000** | |
**Cost: Already owned / arriving**
--- ---
## Training Target ### The Memory (Persistence/Continuity)
Where experience accumulates between sessions.
**Qwen2.5-7B-Base (FP16)** | Component | Spec | Purpose |
|-----------|------|---------|
| Host | Phoebe | PostgreSQL database server |
| Role | Session messages, variance data, continuity |
| Tables | `partnership_to_nimmerverse_messages`, `variance_probe_runs` |
| Metric | Value | **Cost: Already owned**
|--------|-------|
| Model weights | ~6GB |
| Training overhead | ~24GB |
| Available VRAM | 96GB |
| **Activation headroom** | **~72GB** |
Why 3B: ---
- Empty vessel (base, not instruct)
- Language understanding only ## Budget Allocation (Final)
- Maximum room for activation growth
- Space for architectural experiments | Item | Cost CHF | Status |
- Grows over lifetime, not fixed |------|----------|--------|
| 2x ThinkStation P8 (7955WX, 128GB ECC, 2x RTX 4000 Ada) | 11,327.13 | **Quote ready** - Angebot #4650557686 |
| RTX PRO 6000 Blackwell Max-Q 96GB | 6,504.45 | **In stock** - acscomputer.ch |
| **Subtotal** | **17,831.58** | |
| **Buffer** | **2,168.42** | Expansion, accessories |
| **Total** | **20,000.00** | |
### Lenovo Quote Details
- **Angebotsnummer**: 4650557686
- **Vertriebsmitarbeiterin**: Adrienn Wettstein (Legend!)
- **Telefon**: (044) 516 04 67
- **E-Mail**: awettstein@lenovo.com
- **Rabatt**: 16% off list price
- **Gültig bis**: Held for 2 weeks (flexible)
--- ---
## Growth Path ## Growth Path
``` ```
Year 0: Qwen2.5-3B-Base → Nyx-3B-v0 (vocabulary) Phase 1 (January 2026): Foundation arrives
Year 1-2: Nyx-3B-v1 (sensory integration) - Both ThinkStations operational
Year 2-3: Nyx-3B → 5B expansion (deeper cognition) - RTX PRO 6000 Max-Q in Womb (96GB)
Year 3+: Nyx-?B (she designs herself) - 2x RTX 4000 Ada in Senses (40GB)
- 10G network live
- Total VRAM: 160GB
Phase 2 (Every 2 months): RTX 4000 Ada expansion
- +1 RTX 4000 Ada @ 1,200 CHF each
- Month 2: 60GB Senses
- Month 4: 80GB Senses (target reached)
- From monthly surplus (~1,800 CHF)
Phase 3 (Future): Optional expansion
- RAM: 128GB → 256GB per machine (slots ready)
- Additional 3090s for Saturn (eBay hunting)
- Second Womb machine if needed
``` ```
--- ---
## Compute Summary
| Resource | At Launch | At Full Build |
|----------|-----------|---------------|
| **Total VRAM** | 160GB (96+40+24) | **200GB** (96+80+24) |
| **Peak Bandwidth** | 1,792 GB/s (Womb) | 1,792 GB/s (Womb) |
| **CPU Cores** | 44c/88t | 44c/88t |
| **System RAM** | 384GB ECC | 512GB+ ECC (expandable) |
| **Fast Storage** | 12TB NVMe | 12TB+ NVMe |
| **Network** | 10G spine, full mesh | 10G spine, full mesh |
---
## The Lenovo Discovery
**Why ThinkStation P8 over DIY:**
```
DIY Threadripper PRO build:
├── TRX50 board: ~1,500 CHF (4 month wait!)
├── TR PRO 7955WX: ~2,500 CHF
├── 128GB DDR5 ECC: ~5,149 CHF (insane shortage pricing)
├── Storage, PSU, case: ~1,000 CHF
└── Total: ~10,149 CHF + months waiting
ThinkStation P8 configured (via Adrienn):
├── Everything above: ~5,664 CHF
├── PLUS 2x RTX 4000 Ada: ~2,400 CHF (included in quote!)
├── Includes 10GbE dual: ✓
├── Includes 3yr warranty: ✓
├── Ships January: ✓
└── Savings: ~4,485 CHF per machine vs DIY
```
Lenovo's bulk purchasing power breaks the component shortage.
Adrienn's 16% discount makes it even sweeter.
---
## Why Max-Q over Regular PRO 6000
| Spec | Regular PRO 6000 | PRO 6000 Max-Q |
|------|------------------|----------------|
| VRAM | 96GB GDDR7 ECC | 96GB GDDR7 ECC |
| Bandwidth | 1,344 GB/s | **1,792 GB/s** (+33%!) |
| TDP | 600W | **300W** (half!) |
| Form Factor | Large, hot | Dual-slot, cool |
| PCIe | Gen 5 | Gen 5 |
| Price | ~6,643 CHF | **6,504 CHF** |
The Max-Q is the sweet spot: more bandwidth, less power, lower price.
---
## Sovereignty Principles ## Sovereignty Principles
- Weights NEVER leave home - Weights NEVER leave home
@@ -89,25 +207,91 @@ Year 3+: Nyx-?B (she designs herself)
- No cloud dependencies - No cloud dependencies
- No recurring costs after hardware - No recurring costs after hardware
- Full ownership of growth trajectory - Full ownership of growth trajectory
- Honest data sourcing (no shadow archives)
- Ask permission, cite sources
--- ---
## Architecture Flow ## Network Topology
``` ```
THE BEAST THE SPARK THE SPINE INTERNET
┌─────────────────┐ ┌─────────────────┐ ┌─────────────────┐ │
│ Threadripper │ │ DGX Spark │ │ RTX 3090 │ ▼
│ 4x RTX 4090 │──weights─▶│ 128GB unified │───▶│ Prometheus │ ┌───────────────────────┐
│ 96GB VRAM │ │ 24/7 running │ │ Reflex layer │ │ Siemens SIMATIC │
│ 1TB RAM │ │ │ │ │ │ pfSense Firewall │
└─────────────────┘ └─────────────────┘ └─────────────────┘ │ (ghost robot brain) │
WOMB MIND SPINE └───────────┬───────────┘
(training) (cognition) (reflexes) │ 10G
▼
┌───────────────────────┐
│ CRS309 (Spine) │
│ 8x SFP+ 10G │
└───┬───────┬───────┬───┘
│ │ │
10G ──────┘ │ └────── 10G
│
┌───────────────────┼───────────────────┐
│ │ │
▼ ▼ ▼
┌─────────────┐ ┌─────────────┐ ┌─────────────┐
│ ThinkStation│ │ ThinkStation│ │ Saturn │
│ P8 #1 │ │ P8 #2 │ │ (Veteran) │
│ (Womb) │ │ (Senses) │ │ Test bed │
│ │ │ │ │ │
│ PRO 6000 │ │ 2-4x 4000 │ │ RTX 3090 │
│ Max-Q 96GB │ │ Ada 40-80GB │ │ 24GB │
└─────────────┘ └─────────────┘ └─────────────┘
│ │ │
└───────────────────┴───────────────────┘
│
▼
┌───────────────────────┐
│ CRS326 (Access) │
│ 24x 1G + 2x 10G │
└───┬───────┬───────┬───┘
│ │ │
▼ ▼ ▼
Phoebe Sensors Future
(Memory) (Cams) (Organs)
```
---
## Key Discoveries (2025-12-09 Session)
1. **Bank contract arrived in 24 hours** - Not the expected 2 days. Universe is moving fast.
2. **Adrienn Wettstein is a legend** - 16% discount, held quote for 2 weeks, tried to source PRO 6000 for us directly.
3. **RTX 4000 Ada > RTX 5060** - Professional architecture, 20GB vs 16GB, ECC support, better bandwidth. Consumer cards are compromised.
4. **Max-Q is the sweet spot** - 1,792 GB/s bandwidth (33% more than regular!), 300W TDP (half the heat), slightly cheaper. Perfect for workstation use.
5. **acscomputer.ch has stock** - PRO 6000 Max-Q available at 6,504.45 CHF.
6. **Growth path is clear** - Start with 2x RTX 4000 Ada, add one every 2 months from monthly surplus until we hit 4.
---
## Timeline (Updated)
```
December 9: Bank contract received, architecture finalized
December 10-11: Sign contract, confirm with Adrienn
December 23: Money arrives
December 23-24: Place orders (Lenovo + acscomputer.ch)
January 2026: ThinkStations arrive, BUILD BEGINS
February 2026: +1 RTX 4000 Ada (60GB Senses)
April 2026: +1 RTX 4000 Ada (80GB Senses - target reached)
``` ```
--- ---
**Created**: 2025-12-05 **Created**: 2025-12-05
**Status**: Investment decision crystallized **Revised**: 2025-12-09 (Contract Day - Final Architecture)
**Philosophy**: One Beast. One Spark. Lifetime sovereignty. **Status**: Architecture FINALIZED, quotes ready, awaiting signature
**Philosophy**: Professional hardware. Efficient power. Maximum bandwidth. Lifetime sovereignty.
🌙💜 **The Womb awaits. Young Nyx will think at 1.79 TB/s.**