Nanocamel Control Plane

System Throughput

End-to-end ingestion, normalization, labeling, synthetic expansion, and model runs are operating under deterministic schema controls.

Total Datasets 128

Active Runs 07

Latest Benchmark Pass 91.4%

Model Progression

Tiny

Small

Medium

Ingestion Queue

312 files

CSV / XLSX / PDF / DOCX / TXT / JSON

Tokenizer Coverage

31,870 vocab

Enterprise terms indexed with regression checks green

Anomaly Alerts

42 open

Critical: 4 | High: 11 | Medium: 27

Jobs / Runs

Run ID	Type	Status	Started	Owner
ingest-20260405-01	Ingestion	Completed	08:11 UTC	ops-ingest
normalize-20260405-02	Normalization	Running	08:22 UTC	core-normalize
train-20260405-03	Pretraining	Queued	08:40 UTC	model-train

Dataset Registry

ops_finance_q2normalized
supply_chain_alertsparsed
hr_policy_eventslabeled
synthetic_variants_v9corpus

Data Health

Quality Score Distribution

0.90 - 1.00

0.80 - 0.89

< 0.80

Perplexity

18.72

Schema Consistency

0.94

Benchmark Pass Rate

91.4%

Benchmark Suites

Suite	Cases	Anomaly Acc.	Action Correct.
invoice_severity_high	124	0.89	0.84
logistics_severity_medium	87	0.92	0.90
security_severity_critical	39	0.97	0.95

Training Pipeline

TokenizerRun Complete
Tiny PretrainSmoke Verified
Small PretrainIn Progress
Medium PretrainScheduled

Checkpoint Registry

checkpoint_step_0200.ptbest eval loss
checkpoint_step_0400.ptstable
latest.ptactive

Runtime Logs

[08:11:03] ingest.run start run_id=ingest-20260405-01
[08:11:41] ingest.run parsed file=finance_q2.xlsx warnings=0
[08:12:17] normalize.run records=1243 avg_quality=0.91
[08:13:22] benchmark.run suites=12 pass_rate=0.914
[08:14:05] train.run step=400 loss=2.781 lr=0.00021
[08:14:08] checkpoint.save path=model/checkpoints/run/latest.pt

Infrastructure

Primary Domainnanocamel.com
Platformplatform.nanocamel.com
APIapi.nanocamel.com
Installerinstall.nanocamel.com

Execution Policy

Vendor lock-in disabled. Training and labeling stacks run without external model APIs. Registry adapters are modular and environment-driven.