Instructions to use AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf",
	filename="lumynax-infused-gemma4-26b-a4b-ud-q4_k_m.gguf",
)

llm.create_chat_completion(
	messages = [
		{
			"role": "user",
			"content": "What is the capital of France?"
		}
	]
)

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf with llama.cpp:

Install (macOS, Linux)

curl -LsSf https://llama.app/install.sh | sh
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf:UD-Q4_K_M
# Run inference directly in the terminal:
llama cli -hf AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf:UD-Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf:UD-Q4_K_M
# Run inference directly in the terminal:
llama cli -hf AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf:UD-Q4_K_M

Use pre-built binary

# Download pre-built binary from:
# https://github.com/ggerganov/llama.cpp/releases
# Start a local OpenAI-compatible server with a web UI:
./llama-server -hf AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf:UD-Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf:UD-Q4_K_M

Build from source code

git clone https://github.com/ggerganov/llama.cpp.git
cd llama.cpp
cmake -B build
cmake --build build -j --target llama-server llama-cli
# Start a local OpenAI-compatible server with a web UI:
./build/bin/llama-server -hf AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf:UD-Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf:UD-Q4_K_M

Use Docker

docker model run hf.co/AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf:UD-Q4_K_M

LM Studio
Jan

vLLM

How to use AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf:UD-Q4_K_M

Ollama
How to use AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf with Ollama:
```
ollama run hf.co/AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf:UD-Q4_K_M
```

Unsloth Studio

How to use AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf with Unsloth Studio:

Install Unsloth Studio (macOS, Linux, WSL)

curl -fsSL https://unsloth.ai/install.sh | sh
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf to start chatting

Install Unsloth Studio (Windows)

irm https://unsloth.ai/install.ps1 | iex
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf to start chatting

How to use AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf:UD-Q4_K_M

Configure the model in Pi

# Install Pi:
npm install -g @mariozechner/pi-coding-agent
# Add to ~/.pi/agent/models.json:
{
  "providers": {
    "llama-cpp": {
      "baseUrl": "http://localhost:8080/v1",
      "api": "openai-completions",
      "apiKey": "none",
      "models": [
        {
          "id": "AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf:UD-Q4_K_M"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Hermes Agent new

How to use AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf with Hermes Agent:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf:UD-Q4_K_M

Configure Hermes

# Install Hermes:
curl -fsSL https://hermes-agent.nousresearch.com/install.sh | bash
hermes setup
# Point Hermes at the local server:
hermes config set model.provider custom
hermes config set model.base_url http://127.0.0.1:8080/v1
hermes config set model.default AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf:UD-Q4_K_M

Run Hermes

hermes

Atomic Chat new
Docker Model Runner
How to use AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf with Docker Model Runner:
```
docker model run hf.co/AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf:UD-Q4_K_M
```

Lemonade

How to use AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf:UD-Q4_K_M

Run and chat with the model

lemonade run user.lumynax-infused-gemma4-26b-a4b-gguf-UD-Q4_K_M

List all available models

lemonade list

AbteeXAILabs commited on May 10

Commit

9543558

verified ·

1 Parent(s): 087f52e

docs: expand LumynaX public model card

Browse files

Files changed (3) hide show

README.md +227 -153
checksums.sha256 +17 -16
docs/lumynax-release-map.svg +33 -0

README.md CHANGED Viewed

@@ -1,153 +1,227 @@
----
-license: apache-2.0
-library_name: llama.cpp
-tags:
-- lumynax
-- abteex-ai-labs
-- new-zealand
-- nz-data
-- model-infusion
-- inference-chaining
-- gguf
-- llama-cpp
-- local-ai
----
-# LumynaX Infused Gemma4 26B A4B GGUF
-LumynaX Infused Gemma4 26B A4B GGUF is a LumynaX model-infusion release from AbteeX AI Labs. It is packaged for public-facing Hugging Face distribution with explicit upstream provenance, local runtime instructions, checksums, and LumynaX release metadata.
-## LumynaX Infusion Identity
-LumynaX is the AbteeX AI Labs model and inference-chain family oriented around Aotearoa New Zealand data, local context, and practical edge deployment. In this release, the upstream model artifact is preserved and fed through the LumynaX release layer: packaging, prompts, inference-chain metadata, documentation, local runners, and validation records.
-This means the package should be understood as a LumynaX infusion release: you are running the listed upstream model artifact through LumynaX's NZ-data-oriented inference workflow and release identity. It does not remove the upstream license or provenance, and it does not claim a private weight merge unless the manifest explicitly says so.
-## Release Summary
-| Field | Value |
-| --- | --- |
-| HF repo | `AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf` |
-| Visibility | `public` |
-| Commit | `2ef1645c3040e8bf3ba841a034530a099beb2518` |
-| Upstream/source | `See release manifest` |
-| Upstream link | See manifest |
-| License | `apache-2.0` |
-| Package state | `prebuilt_gguf_release` |
-| Validation status | `hub_artifacts_present` |
-| Modalities | `text` |
-| GGUF included | `Yes` |
-| Multimodal projector included | `No` |
-| Smoke status | Published HF package with required artifacts present on the Hub; see checksums and manifest for package validation details. |
-## Download And Run
-```powershell
-# Download the complete runnable package.
-hf download AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf --local-dir lumynax-infused-gemma4-26b-a4b-gguf
-# Preferred package quickstart.
-py -3 lumynax-infused-gemma4-26b-a4b-gguf\quickstart.py --llama-cli path\to\llama-cli.exe --prompt "Reply OK." --max-new-tokens 16
-# Direct llama.cpp form:
-llama-cli -m lumynax-infused-gemma4-26b-a4b-gguf\lumynax-infused-gemma4-26b-a4b-ud-q4_k_m.gguf -p "Reply OK." -n 16
-```
-## Runtime Notes
-- Use a current `llama.cpp` build for GGUF packages. The local smoke environment used `llama.cpp` build `b8840-9e5647aff` on Windows.
-- For multimodal GGUF packages, download both the model `.gguf` and matching `mmproj` file.
-- Very large GGUF files require substantial RAM/VRAM. If loading fails, lower context size first, then move to a larger machine.
-- Keep all files from the release folder together: `README.md`, `quickstart.py`, `checksums.sha256`, manifests, license notice, GGUF files, Ollama files, and HF Space files where present.
-## Included Artifacts
-| File | Size |
-| --- | --- |
-| `lumynax-infused-gemma4-26b-a4b-ud-q4_k_m.gguf` | 16.95 GB |
-| `LICENSE.txt` | 642 B |
-| `README.md` | 2.21 KB |
-| `VERSION.txt` | 4 B |
-| `checksums.sha256` | 1.42 KB |
-| `hf_space/README.md` | 1.48 KB |
-| `hf_space/app.py` | 14.07 KB |
-| `hf_space/requirements.txt` | 86 B |
-| `ollama/Modelfile` | 429 B |
-| `ollama/create_ollama_model.ps1` | 601 B |
-| `quickstart.py` | 15.92 KB |
-| `release_export_manifest.json` | 3.17 KB |
-| `requirements.txt` | 26 B |
-## Integrity
-Every final package includes `checksums.sha256` where available. Verify after download:
-```powershell
-Get-FileHash -Algorithm SHA256 path\to\downloaded.gguf
-Get-Content checksums.sha256
-```
-The expected package metadata is in `release_export_manifest.json` or `family_bundle_manifest.json`.
-## Provenance And License
-- LumynaX release publisher: AbteeX AI Labs.
-- Upstream/source model: `See release manifest`.
-- Weights remain subject to the upstream model license and notices.
-- LumynaX documentation, packaging scripts, runners, and release metadata are provided to make the package easier to inspect, download, and run.
-## Intended Use
-This release is intended for local experimentation, inference-chain evaluation, New Zealand-context application prototyping, and reproducible GGUF/edge deployment workflows. Users are responsible for validating outputs, respecting upstream license terms, and using hardware appropriate for the selected quantization.
-<!-- lumynax-public-release-block:v2 -->
-## LumynaX Infusion Identity
-This is a public LumynaX release package from AbteeX AI Labs for local-first inference.
-The package adds LumynaX runtime identity, launcher scripts, checksums, Ollama files,
-and Hugging Face-facing documentation around the referenced upstream model artifact.
-The broader LumynaX program is designed for Aotearoa New Zealand data workflows, but
-this repo should be read precisely: the weights remain the upstream weights listed in
-the manifest unless the manifest explicitly says a LumynaX fine-tune or weight merge
-was applied. The LumynaX layer here is an inference-time packaging and chaining layer,
-not a hidden retraining claim.
-## Download And Run
-Clone the full repo so the GGUF, quickstart, checksums, and Ollama files stay together:
-```bash
-git lfs install
-git clone https://huggingface.co/AbteeXAILab/<repo>
-cd <repo>
-pip install -r requirements.txt
-python quickstart.py --llama-cli /path/to/llama-cli --prompt "Say hello in one short sentence."
-```
-For Ollama, use the included `ollama/Modelfile` and creation script after the repo is
-downloaded.
-## Runtime Components
-- `README.md`: this model card and release instructions
-- `quickstart.py`: local runner with `llama-cpp-python` first and `llama-cli` fallback
-- `requirements.txt`: Python runtime dependencies for the quickstart path
-- `release_export_manifest.json`: machine-readable provenance, runtime, and artifact metadata
-- `checksums.sha256`: integrity hashes for the shipped files
-- `ollama/`: Ollama packaging files
-- `hf_space/`: lightweight Hugging Face Space scaffold
-- packaged source: see `release_export_manifest.json`
-- upstream base model: see `release_export_manifest.json`
-- supported modalities: see manifest
-- license metadata: see the model-card front matter and `LICENSE.txt`
-## Smoke Status
-Hub package audit pending.
-Hardware still matters. Larger GGUF and MoE releases may require substantial RAM or VRAM,
-but the repo is packaged so a user who has suitable hardware can download the full repo
-and run the included instructions without needing missing release components.

+---
+license: apache-2.0
+library_name: llama.cpp
+tags:
+- lumynax
+- abteex-ai-labs
+- new-zealand
+- nz-data
+- model-infusion
+- inference-chaining
+- gguf
+- llama-cpp
+- local-ai
+---
+# LumynaX Infused Gemma4 26B A4B GGUF
+LumynaX Infused Gemma4 26B A4B GGUF is a LumynaX model-infusion release from AbteeX AI Labs. It is packaged for public-facing Hugging Face distribution with explicit upstream provenance, local runtime instructions, checksums, and LumynaX release metadata.
+## LumynaX Infusion Identity
+LumynaX is the AbteeX AI Labs model and inference-chain family oriented around Aotearoa New Zealand data, local context, and practical edge deployment. In this release, the upstream model artifact is preserved and fed through the LumynaX release layer: packaging, prompts, inference-chain metadata, documentation, local runners, and validation records.
+This means the package should be understood as a LumynaX infusion release: you are running the listed upstream model artifact through LumynaX's NZ-data-oriented inference workflow and release identity. It does not remove the upstream license or provenance, and it does not claim a private weight merge unless the manifest explicitly says so.
+## Release Summary
+| Field | Value |
+| --- | --- |
+| HF repo | `AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf` |
+| Visibility | `public` |
+| Commit | `2ef1645c3040e8bf3ba841a034530a099beb2518` |
+| Upstream/source | `See release manifest` |
+| Upstream link | See manifest |
+| License | `apache-2.0` |
+| Package state | `prebuilt_gguf_release` |
+| Validation status | `hub_artifacts_present` |
+| Modalities | `text` |
+| GGUF included | `Yes` |
+| Multimodal projector included | `No` |
+| Smoke status | Published HF package with required artifacts present on the Hub; see checksums and manifest for package validation details. |
+## Download And Run
+```powershell
+# Download the complete runnable package.
+hf download AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf --local-dir lumynax-infused-gemma4-26b-a4b-gguf
+# Preferred package quickstart.
+py -3 lumynax-infused-gemma4-26b-a4b-gguf\quickstart.py --llama-cli path\to\llama-cli.exe --prompt "Reply OK." --max-new-tokens 16
+# Direct llama.cpp form:
+llama-cli -m lumynax-infused-gemma4-26b-a4b-gguf\lumynax-infused-gemma4-26b-a4b-ud-q4_k_m.gguf -p "Reply OK." -n 16
+```
+## Runtime Notes
+- Use a current `llama.cpp` build for GGUF packages. The local smoke environment used `llama.cpp` build `b8840-9e5647aff` on Windows.
+- For multimodal GGUF packages, download both the model `.gguf` and matching `mmproj` file.
+- Very large GGUF files require substantial RAM/VRAM. If loading fails, lower context size first, then move to a larger machine.
+- Keep all files from the release folder together: `README.md`, `quickstart.py`, `checksums.sha256`, manifests, license notice, GGUF files, Ollama files, and HF Space files where present.
+## Included Artifacts
+| File | Size |
+| --- | --- |
+| `lumynax-infused-gemma4-26b-a4b-ud-q4_k_m.gguf` | 16.95 GB |
+| `LICENSE.txt` | 642 B |
+| `README.md` | 2.21 KB |
+| `VERSION.txt` | 4 B |
+| `checksums.sha256` | 1.42 KB |
+| `hf_space/README.md` | 1.48 KB |
+| `hf_space/app.py` | 14.07 KB |
+| `hf_space/requirements.txt` | 86 B |
+| `ollama/Modelfile` | 429 B |
+| `ollama/create_ollama_model.ps1` | 601 B |
+| `quickstart.py` | 15.92 KB |
+| `release_export_manifest.json` | 3.17 KB |
+| `requirements.txt` | 26 B |
+## Integrity
+Every final package includes `checksums.sha256` where available. Verify after download:
+```powershell
+Get-FileHash -Algorithm SHA256 path\to\downloaded.gguf
+Get-Content checksums.sha256
+```
+The expected package metadata is in `release_export_manifest.json` or `family_bundle_manifest.json`.
+## Provenance And License
+- LumynaX release publisher: AbteeX AI Labs.
+- Upstream/source model: `See release manifest`.
+- Weights remain subject to the upstream model license and notices.
+- LumynaX documentation, packaging scripts, runners, and release metadata are provided to make the package easier to inspect, download, and run.
+## Intended Use
+This release is intended for local experimentation, inference-chain evaluation, New Zealand-context application prototyping, and reproducible GGUF/edge deployment workflows. Users are responsible for validating outputs, respecting upstream license terms, and using hardware appropriate for the selected quantization.
+<!-- lumynax-public-release-block:v3 -->
+## Complete LumynaX Release Card
+![LumynaX: infused](https://img.shields.io/badge/LumynaX-infused-22c55e) ![runtime: llama cpp](https://img.shields.io/badge/runtime-llama%20cpp-1f6feb) ![format: GGUF](https://img.shields.io/badge/format-GGUF-7c3aed) ![package: prebuilt gguf release](https://img.shields.io/badge/package-prebuilt%20gguf%20release-0f766e) ![docs: v3](https://img.shields.io/badge/docs-v3-f97316)
+This section is the expanded public-facing package card for this LumynaX release. It is designed so a downloader can understand what the package is, what files must stay together, how to run it, what runtime it targets, and what provenance or license checks matter before use.
+## Release At A Glance
+| Field | Value |
+| --- | --- |
+| HF repo | `AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf` |
+| Public status | `public` |
+| Release type | `MoE / frontier` |
+| Delivery | `standalone_prebuilt_gguf_release` |
+| Package state | `prebuilt_gguf_release` |
+| Runtime backend | `llama_cpp` |
+| Prompt format | `gemma_chat_template` |
+| Modalities | `text` |
+| Primary artifact | `lumynax-infused-gemma4-26b-a4b-ud-q4_k_m.gguf` |
+| Total detected weight size | `15.78 GB` |
+| Upstream/base | `google/gemma-4-26B-A4B-it` |
+| Source GGUF | `unsloth/gemma-4-26B-A4B-it-GGUF` |
+| Quantization | `UD-Q4_K_M` |
+| License metadata | `apache-2.0` |
+| Last refreshed | `2026-05-10T16:48:56.111081+00:00` |
+## Visual Release Map
+![LumynaX release map](docs/lumynax-release-map.svg)
+## What "LumynaX-Infused" Means Here
+This package belongs to the LumynaX model and inference-chain family from AbteeX AI Labs. The LumynaX layer provides the public release identity, local-first runtime scaffolding, model-card documentation, checksums, quickstart commands, and workflow-oriented inference packaging for Aotearoa New Zealand use cases.
+Manifest indicates no private LumynaX weight merge was applied; this is a public release/package layer around the listed upstream artifact.
+The practical interpretation is: download the complete repo, keep the runtime files and manifest with the model artifact, and treat the model card plus `release_export_manifest.json` as the source of truth for provenance.
+## What This Package Is Best For
+Use this when you want a larger sparse or frontier-style model while keeping a local GGUF release shape.
+## Download And Run
+```bash
+git lfs install
+git clone https://huggingface.co/AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf
+cd lumynax-infused-gemma4-26b-a4b-gguf
+pip install -r requirements.txt
+python quickstart.py --interactive
+```
+Direct llama.cpp-style smoke prompt:
+```bash
+python quickstart.py --prompt "Who are you? Answer as LumynaX in one sentence."
+```
+## Required Runtime Components
+| Component | Status | Path |
+| --- | --- | --- |
+| README.md | `present` | `README.md` |
+| Quickstart | `present` | `quickstart.py` |
+| Requirements | `present` | `requirements.txt` |
+| Manifest | `present` | `release_export_manifest.json` |
+| Checksums | `present` | `checksums.sha256` |
+| License | `present` | `LICENSE.txt` |
+| Ollama | `present` | `ollama/Modelfile` |
+| Space scaffold | `present` | `hf_space/app.py` |
+## Model Artifacts
+| File | Size |
+| --- | ---: |
+| `lumynax-infused-gemma4-26b-a4b-ud-q4_k_m.gguf` | 15.78 GB |
+## Integrity And Validation
+- `checksums.sha256` is included and updated for the public card and visual release map.
+- `release_export_manifest.json` contains machine-readable package metadata, runtime defaults, artifact names, and provenance fields.
+- `quickstart.py` is the preferred first-run path because it keeps the package identity, prompt format, and local runtime assumptions together.
+- Hub package audits confirm that these repos include the expected runtime files; generation speed and maximum context still depend on your RAM/VRAM and backend.
+## Hardware Guidance
+Frontier-size package. Plan storage, download time, and high RAM/VRAM before attempting local inference.
+## Prompting And Identity
+Ask identity/provenance questions directly:
+```text
+Who are you?
+What model package is this?
+What is the upstream model and license?
+What files do I need to keep together to run this locally?
+```
+The LumynaX identity should be presented at runtime, while provenance remains explicit. Do not remove upstream license notices or imply private training unless the manifest explicitly says that weight adaptation was applied.
+## License And Use Notes
+- Check `LICENSE.txt`, this model card front matter, and upstream license links before redistribution or commercial use.
+- Respect the upstream model license and any usage restrictions attached to the original weights or GGUF conversion.
+- For sensitive workflows, run locally where possible, keep audit logs, and add human review for high-impact decisions.
+## Support Files For Automation
+Automation should prefer these files:
+- `release_export_manifest.json` for structured metadata.
+- `checksums.sha256` for file integrity.
+- `quickstart.py` for local smoke tests.
+- `requirements.txt` for Python dependencies.
+- `ollama/Modelfile` where an Ollama path is included.
+## Related Demo
+A lightweight public LumynaX demo is available at:
+- `https://huggingface.co/spaces/AbteeXAILab/lumynax-live-demo`

checksums.sha256 CHANGED Viewed

@@ -1,16 +1,17 @@
-fdeb5cd638f262467f8cfa3f97d14d4071076dfbee5907ca4e3af7e50a3bd08b  .gitattributes
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