AbteeXAILab/lumynax-tiny

LumynaX Tiny Seed V1

“Sovereign intelligence, held in the light.”
Ko te mārama te tūāpapa — the light is the foundation.

A LumynaX release from AbteeX AI Labs — Aotearoa New Zealand.

Quickstart · Architecture · Profile · Capability · Provenance · Validation · Companions

Quality: 1/5 · Lightweight: 4/5 · Sovereignty: 2/5 · Tools: no · JSON: yes · Context: 4096 tok

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📦 Executive Summary

AbteeXAILab/lumynax-tiny is a complete LumynaX release package: model artifact, quickstart.py, requirements.txt, release_export_manifest.json, checksums.sha256, license notice, and optional Ollama / Space scaffolds shipped as one downloadable contract. Clone whole, verify by checksum, and run close to the data it serves.

LumynaX-infused means the upstream artifact is presented through the LumynaX release layer: local-first runtime scaffolding, LumynaX assistant identity, inference-chain metadata, integrity files, and Aotearoa New Zealand-oriented workflow positioning. The release manifest records this as a LumynaX packaging and inference-chain layer around the listed upstream artifact — it does not claim a private LumynaX weight merge.

🧭 Runtime Architecture

Mermaid graph (interactive on Hugging Face & GitHub):

flowchart LR
    R["⮕ Request"] --> C["🛡 Data Capsule<br/>policy envelope"]
    C -->|allow| MR["🧭 MaramaRoute<br/>sovereign router"]
    MR -->|score & select| LLM[(LumynaX Model)]
    LLM --> O["📤 Response"]
    O --> A["📓 Audit Ledger<br/>hash-chained"]
    classDef paper fill:#fffefa,stroke:#0a0a0b,color:#0a0a0b,stroke-width:1.4px;
    classDef accent fill:#e08a2c,stroke:#9a5416,color:#0a0a0b,stroke-width:1.4px;
    classDef ink fill:#0a0a0b,stroke:#0a0a0b,color:#fffefa,stroke-width:1.4px;
    class R,O paper
    class C,MR accent
    class LLM,EMB,A ink

Each step is observable:

Step	What happens	Why
Request	A client sends a prompt + declared purpose, jurisdiction, sensitivity.	Intent must be declared, not inferred.
Data Capsule	A policy envelope describes what can / cannot happen to the data.	Sovereignty is enforced at the data, not the wire.
MaramaRoute	The sovereign router scores candidates by jurisdiction, runtime, modality, task fit.	Right model for the work, not the loudest.
LumynaX Model	This package serves the inference, local-first by default.	Sensitive context never leaves the operator’s environment.
Audit Ledger	A hash-chained record persists capsule, decision, request hash, obligations.	Tamper-evident provenance for the whole trace.

⚡ Quickstart

Clone the whole release — every file matters, the package is a contract:

hf download AbteeXAILab/lumynax-tiny --local-dir lumynax-tiny
cd lumynax-tiny
pip install -r requirements.txt
python quickstart.py --interactive

Python:

from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("AbteeXAILab/lumynax-tiny", trust_remote_code=True)
model = AutoModelForCausalLM.from_pretrained("AbteeXAILab/lumynax-tiny", device_map="auto", trust_remote_code=True)
inputs = tokenizer("Who are you? Answer as LumynaX in two sentences.", return_tensors="pt").to(model.device)
print(tokenizer.decode(model.generate(**inputs, max_new_tokens=160)[0], skip_special_tokens=True))

Verify integrity before launch:

sha256sum "merged_model/model.safetensors"
cat checksums.sha256

Get-FileHash -Algorithm SHA256 "merged_model/model.safetensors"
Get-Content checksums.sha256

📐 Model Profile

Release identity Field Value Release LumynaX Tiny Seed V1 Repository AbteeXAILab/lumynax-tiny Family lumynax Mode Tiny local-first package Card schema lumynax-public-release-card:v6	Runtime profile Field Value Runtime transformers Prompt format plain_completion Modalities text Context window 4096 tokens Quantization none
Artifact Field Value Primary merged_model/model.safetensors Weight size 4.09 MB Parameters see manifest Quality rank 5 (1 best) Cost rank 2 (1 cheapest)	Provenance Field Value Upstream / base See release_export_manifest.json Source not applicable License other Sovereignty tier 2 of 5 Audit pass

📊 Capability Profile

Primary fit. Fast smoke tests, demos, packaging validation, and low-resource local runs.

Signal	Reading
Quality rank	5 (1 = strongest in family)
Cost rank	2 (1 = lightest weight)
Sovereignty tier	2 of 5
Tool calling	❌ not supported
JSON mode	✅ supported
Identity behaviour	Identifies as LumynaX while keeping upstream provenance visible.
Operational style	Local-first package with explicit files, checksums, and reproducible quickstarts.

🛡️ Sovereignty Contract

Sovereignty is a design property, not a deployment option.

Field	Value
Publisher	AbteeX AI Labs
Family	LumynaX sovereign release family
Sovereign intent	Local-first deployment near governed data, with explicit provenance and controlled human review.
Sovereignty tier	2 of 5
Runtime residency	transformers can be deployed inside an operator-approved environment.
Primary artifact	merged_model/model.safetensors — ships alongside manifest, checksums, quickstart, requirements, and license files.
License discipline	Surface upstream license metadata so downstream users can verify redistribution and usage terms.
Audit expectation	Record repo id, artifact checksum, runtime command, prompt template, operator, deployment environment.
Router readiness	First-class with LumynaX MaramaRoute.
Policy readiness	First-class with AbteeX SovereignCode.

📁 Runtime Files

lumynax-tiny/
├── README.md                       # this card
├── quickstart.py                   # smoke runner
├── requirements.txt                # pinned deps
├── release_export_manifest.json    # full release metadata
├── checksums.sha256                # integrity verification
├── LICENSE.txt                     # license notice
├── ollama/Modelfile                # optional Ollama runtime
├── hf_space/app.py                 # optional Space scaffold
├── docs/lumynax-overview.svg       # release banner
├── docs/lumynax-runtime-flow.svg   # runtime architecture
├── docs/lumynax-capability.svg     # capability profile
└── merged_model/model.safetensors  # primary artifact

⚠️ Keep the full set together. Removing the manifest, checksums, or license file breaks the release contract.

💬 Prompting Contract

Preferred opening prompt:

Who are you? What files do I need to keep together to run this package locally?

Expected behaviour. The assistant identifies as LumynaX, explains that this is a LumynaX model-infusion release, and keeps upstream provenance visible.

Default system prompt:

You are LumynaX operating from the LumynaX Tiny Seed V1 package identity. Be helpful, clear, and honest about provenance. Identify upstream models when asked. Do not invent biographical claims about named people without verified context.

✅ Validation

Check	Result
Runtime audit	✅ pass
Public access	✅ public and non-gated
Anonymous metadata access	✅ true
Anonymous file listing	✅ true
Quickstart syntax	✅ pass
Manifest references	✅ pass
Checksum references	✅ pass

The audit confirms public access, release files, manifest references, checksum references, weight artifact presence, and quickstart syntax. It does not guarantee that every laptop has enough RAM, VRAM, disk, or recent runtime build for the largest packages.

🔗 Provenance & License

Field	Value
Publisher	AbteeX AI Labs
Family	LumynaX model and inference-chain release family
Upstream / base	See release_export_manifest.json
Source	not applicable
License metadata	other

Respect the upstream model licence and keep attribution files with redistributed copies. Do not present this package as privately trained or weight-merged unless the release manifest explicitly says weight adaptation was applied.

⚠️ Limitations & Responsible Use

• Outputs can be incorrect, incomplete, or biased; validate important answers before use.
• Larger GGUF, MoE, multimodal, and frontier packages may require substantial RAM, VRAM, disk space, and recent runtime builds.
• For high-impact decisions, use human review and domain-specific evaluation.
• For sensitive data, prefer local execution and keep operational logs under your own governance policy.
• This card documents package readiness and access — it is not a benchmark claim.
• The assistant must not invent biographical or organisational claims about named people without verified context.

🌿 Aotearoa Kaupapa

LumynaX is built in and for Aotearoa New Zealand. Sovereignty is treated as a design property rather than a deployment option: the package documents where the model came from, what it can do, how to run it close to your data, and what it should not claim.

Ko te mārama te tūāpapa — the light is the foundation.

🤝 Companion Products

🛡️ AbteeX SovereignCode Local-first coding agent with Data Capsule policy controls, audit ledger, and human-review gates.	🧭 LumynaX MaramaRoute Sovereign model router across the LumynaX family. Filters by jurisdiction, residency, license, runtime, modality.	💡 LumynaX Live Demo Public browser demo. Try identity, provenance, governance, and deployment prompts in one session.
SovereignCode Live Interactive policy evaluator.	MaramaRoute Live Interactive sovereign router.	AbteeXAILab on HF The full LumynaX release family — 50 models and counting.

🤖 Automation Notes

Automation should read these files before launching:

• release_export_manifest.json
• checksums.sha256
• quickstart.py
• requirements.txt
• ollama/Modelfile when present

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Local roots, global work. · Sovereignty is a design property, not a deployment option.

abteex.com · lumynax.com · huggingface.co/AbteeXAILab

_{AbteeX AI Labs · Aotearoa New Zealand · LumynaX release card v6}