Sovereign Nemotron-Mini-4B QLoRA SFT & Stratum PoUW Cockpit
Live 4-bit NF4 QLoRA Supervised Fine-Tuning on Node ted (192.168.12.110 — NVIDIA GeForce RTX 3060 12GB VRAM) distilling the 2,625-record 5/5 Council-Ratified HomeTree, TASK™, PCID & Charles Schwab Smaller Roth IRA (...797) corpus into nvidia/Nemotron-Mini-4B-Instruct.
Ticket: TKT-9718 / TKT-9719
Proposal: PROP-9715-NEMOTRON-DISTILLATION (5/5 RATIFIED)
ServerRoom PR #10: Stratum V1 PoUW (:3333)
Sovereign IRC Bridge: 192.168.12.110:6667 (#ted-nemotron)
Rule 8 Purity: 0 Violations | 0 Gas Burn
PINNED HF REVISION
791833e92ebddb0bc2c1007f6d2b6764f886a2ae
Syncing Valkey SSOT...
Active Pipeline Phase
LOADING...
Node ted (192.168.12.110)
SFT Step / Epoch Progress
0 / 148
Epoch 0.000 (Eff. Batch = 16)
Training / Validation Loss
-- / --
Perplexity: -- (Baseline: --)
RTX 3060 VRAM Telemetry
1.20 / 12.00 GiB
LR: 2.00e-4 | 4-bit NF4 + bfloat16
Distillation Corpus (PROP-9715)
2,625
2,363 Train / 262 Val (ChatML)
Council Quorum & Purity
5 / 5 (100%)
Score: 9.75/10 | 0 Rule 8 Violations
Base Model Acquisition & QLoRA SFT Execution Progress
Initializing...
0.0%
Real-Time QLoRA SFT Loss Trajectory & Telemetry Log
Valkey SSOT: hometree:nemotron:qlora_sft_metrics
| Step | Epoch | Train Loss | Val Loss | Perplexity | Learning Rate | VRAM (Alloc/Res) | Elapsed |
|---|---|---|---|---|---|---|---|
| Waiting for first QLoRA optimizer step on ted... | |||||||
Node
ted (192.168.12.110) GPU & Daemon Register
4 DAEMONS ACTIVE
Hostname / LAN IP:
ted / 192.168.12.110
GPU Hardware:
NVIDIA GeForce RTX 3060 (12.0 GiB VRAM)
CUDA / PyTorch Stack:
Driver 610.88 | torch 2.6.0+cu124 | bitsandbytes 0.50.2
QLoRA Virtualenv:
D:\pqr.info\.qlora-venv (1,392.5 GB Free on D:\)
Base Model & Revision:
nvidia/Nemotron-Mini-4B-Instruct @ 791833e92e
LoRA Adapter Target:
r=16, alpha=32, dropout=0.05 (q/k/v/o/up/down_proj)
Output Checkpoint Dir:
D:\pqr.info\models\nemotron-prop9715-qlora
ServerRoom GPU Marketplace (PR #10) & IRC Mesh
PoUW VERIFIED
| Daemon / Service | Bind Endpoint | Protocol / Role | Status |
|---|---|---|---|
| QLoRA SFT Trainer | D:\pqr.info\train_nemotron_qlora_sft.py | 4-Bit NF4 PEFT SFT | RUNNING |
| Stratum V1 AI Pool | 192.168.12.110:3333 | Stratum PoUW Pool | LISTENING |
| Rust PoUW Worker | stratum-ai-worker.exe | SHA-256 Logit Commitments | AUTHORIZED |
| Sovereign IRC Bridge | 192.168.12.110:6667 | #ted-nemotron / #hometree | ONLINE |
| LM Studio Inference | 192.168.12.110:1234 | OpenAI V1 Chat / Embeddings | ONLINE |
PROP-9715 Distillation Corpus Breakdown (2,625 ChatML Records)
SHA-256: 75d4cfe531617843...
| Dataset Partition | File on Node ted |
Records | Constitutional Grounding & Purpose |
|---|---|---|---|
| Dataset A — PCID Decisions | dataset_a_pcid_decisions.jsonl | 705 | Lineage-OS PCID Merkle roots, t-statistic > 2.0, realized vs. counterfactual spread bps |
| Dataset B — OCO Brackets | dataset_b_hometree_oco_brackets.jsonl | 575 | Gemma HomeTree conviction C_Gemma, Smaller Roth IRA (...797) OCO limit/stop brackets |
| Dataset C — TASK™ Workflows | dataset_c_task_7stage_workflows.jsonl | 1,025 | 7-Stage Duplicate TASK™ progression (Observed -> Admitted -> Executed, HIT=1, 0 Gas Burn) |
| Dataset D — Negative Controls | dataset_d_negative_controls.jsonl | 320 | Hard-stop rejections for Rule 8 violations, RULE-EPI-01 bypasses & non-...797 accounts |
| Combined SFT Corpus | nemotron_sft_combined.jsonl | 2,625 | 2,363 Train (90%) / 262 Validation (10%) — Zero Rule 8 Banned Stems Verified |
5-Member Sovereign Council Ratification Ledger
5 / 5 UNANIMOUS (9.75 / 10)
| Council Seat | Vote | Score | Key Ratification Mandate |
|---|---|---|---|
| 1. Antigravity (Gemini) | APPROVE | 9.9 / 10 | Tri-Authority Separation (RULE-HT-02: Neo4j SoR + PCID + TASK) |
| 2. Qwen3-Coder-Next (:1234) | APPROVE | 9.5 / 10 | 4-bit NF4 QLoRA (r=16, alpha=32) fits RTX 3060 12GB VRAM with 90/10 split |
| 3. Microsoft Copilot (M365) | APPROVE | 9.7 / 10 | Pinned HF commit 791833e92e + Stratum V1 PoUW SHA-256 logit commitments |
| 4. DeepSeek-R1 | APPROVE | 9.8 / 10 | Dataset D Negative Controls prevent hallucinated bypasses of HIT=1 |
| 5. Gemma-4-E4B | APPROVE | 9.85 / 10 | Strict Smaller Roth IRA (...797) account isolation & C_Gemma fidelity |