Instructions to use ModernoTech/Nova-Spark with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use ModernoTech/Nova-Spark 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 ModernoTech/Nova-Spark:Q4_0
# Run inference directly in the terminal:
llama cli -hf ModernoTech/Nova-Spark:Q4_0

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf ModernoTech/Nova-Spark:Q4_0
# Run inference directly in the terminal:
llama cli -hf ModernoTech/Nova-Spark:Q4_0

Build from source code

git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build
cmake --build build -j --target llama-app
# Start a local OpenAI-compatible server with a web UI:
./build/bin/llama serve -hf ModernoTech/Nova-Spark:Q4_0
# Run inference directly in the terminal:
./build/bin/llama cli -hf ModernoTech/Nova-Spark:Q4_0

Use Docker

docker model run hf.co/ModernoTech/Nova-Spark:Q4_0

Llama new
LM Studio
Jan
Ollama
How to use ModernoTech/Nova-Spark with Ollama:
```
ollama run hf.co/ModernoTech/Nova-Spark:Q4_0
```
Unsloth Desktop

How to use ModernoTech/Nova-Spark with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf ModernoTech/Nova-Spark:Q4_0

Configure the model in Pi

# Install Pi:
npm install -g @earendil-works/pi-coding-agent
# Add to ~/.pi/agent/models.json:
{
  "providers": {
    "llama-cpp": {
      "baseUrl": "http://localhost:8080/v1",
      "api": "openai-completions",
      "apiKey": "none",
      "models": [
        {
          "id": "ModernoTech/Nova-Spark:Q4_0"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Docker Model Runner
How to use ModernoTech/Nova-Spark with Docker Model Runner:
```
docker model run hf.co/ModernoTech/Nova-Spark:Q4_0
```

Lemonade

How to use ModernoTech/Nova-Spark with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull ModernoTech/Nova-Spark:Q4_0

Run and chat with the model

lemonade run user.Nova-Spark-Q4_0

List all available models

lemonade list

Hermes Agent

How to use ModernoTech/Nova-Spark with Hermes Agent:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf ModernoTech/Nova-Spark:Q4_0

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 ModernoTech/Nova-Spark:Q4_0

Run Hermes

hermes

Atomic Chat

OpenClaw

How to use ModernoTech/Nova-Spark with OpenClaw:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf ModernoTech/Nova-Spark:Q4_0

Configure OpenClaw

# Install OpenClaw:
npm install -g openclaw@latest
# Register the local server and set it as the default model:
openclaw onboard --non-interactive --mode local \
  --auth-choice custom-api-key \
  --custom-base-url http://127.0.0.1:8080/v1 \
  --custom-model-id "ModernoTech/Nova-Spark:Q4_0" \
  --custom-provider-id llama-cpp \
  --custom-compatibility openai \
  --custom-text-input \
  --accept-risk \
  --skip-health

Run OpenClaw

openclaw agent --local --agent main --message "Hello from Hugging Face"

ModernoTech commited on 6 days ago

Commit

5a1d6a3

verified ·

1 Parent(s): 7b4c6d8

docs: establish Nova identity and provenance metadata

Browse files

Files changed (1) hide show

README.md +27 -16

README.md CHANGED Viewed

@@ -2,7 +2,9 @@
 language:
 - en
 - es
-- zh
 tags:
 - moderno-tech
 - nova
@@ -10,7 +12,6 @@ tags:
 - text-generation
 - gguf
 - conversational
-- qwen3.5
 license: apache-2.0
 base_model: Qwen/Qwen3.5-0.8B
 inference: false
@@ -18,34 +19,44 @@ inference: false
 # Nova Spark 1.0
-**Moderno Tech** publishes this model as part of the **Nova Edge** family.
-## Provenance
-- Commercial model name: `Nova Spark`
 - Base model: `Qwen/Qwen3.5-0.8B`
 - Origin repository: `ggml-org/Qwen3.5-0.8B-GGUF`
 - Base parameters: 0.8B
 - Format: GGUF
 - Quantization: Q4_0
-- Commercial version: `1.0`
-This repository does not claim that Moderno Tech trained the weights from scratch.
-Moderno Tech redistributes and documents the verified original artifact without changing weights, architecture, tokenizer, prompts or inference parameters.
-## Published artifact
-- Filename in this repository: `Qwen3.5-0.8B-Q4_0.gguf`
 - Expected bytes: 563036064
 - SHA-256: `57d1997790d1744fba5b40a7317df71ea5e2acee28c47e78f0cce39c0703f8cf`
 ## License
-Redistribution is subject to Apache License 2.0 and the original Qwen licensing terms.
-## Runtime compatibility
-Documented against the original GGUF repository. Use a GGUF-compatible runtime such as llama.cpp and follow the original author's recommended parameters.
 ## Version policy

 language:
 - en
 - es
+pretty_name: Nova Spark 1.0 — Moderno Tech
+model_name: Nova Spark 1.0
+model_creator: Moderno Tech
 tags:
 - moderno-tech
 - nova
 - text-generation
 - gguf
 - conversational
 license: apache-2.0
 base_model: Qwen/Qwen3.5-0.8B
 inference: false
 # Nova Spark 1.0
+**Nova Spark 1.0** es un modelo publicado por **Moderno Tech** dentro de la familia **Nova Edge**.
+No es simplemente una copia del repositorio original. Es una distribución identificada bajo la marca Moderno Tech/Nova, con metadatos, documentación de procedencia y model card propia. Los pesos conservan la arquitectura y la cuantización originales.
+## Identidad comercial
+- Product name: `Nova Spark 1.0`
+- Organization: `Moderno Tech`
+- Family: `Nova Edge`
 - Base model: `Qwen/Qwen3.5-0.8B`
+- Distribution type: branded redistribution of a verified original artifact
+- Commercial version: `1.0`
+## Provenance
+- Original base model: `Qwen/Qwen3.5-0.8B`
 - Origin repository: `ggml-org/Qwen3.5-0.8B-GGUF`
 - Base parameters: 0.8B
+- Published artifact: `Qwen3.5-0.8B-Q4_0.gguf`
 - Format: GGUF
 - Quantization: Q4_0
 - Expected bytes: 563036064
 - SHA-256: `57d1997790d1744fba5b40a7317df71ea5e2acee28c47e78f0cce39c0703f8cf`
+Moderno Tech did not claim authorship of the original weights.
+Moderno Tech redistributed the verified original artifact without changing weights, architecture, tokenizer, prompts or inference parameters.
 ## License
+Redistribution and use are subject to the original license:
+- License name: `Apache License 2.0`
+- Base model: `Qwen/Qwen3.5-0.8B`
+- Original repository: `ggml-org/Qwen3.5-0.8B-GGUF`
+## Usage
+Use with a GGUF-compatible runtime, such as llama.cpp, and follow the original author's recommended parameters.
 ## Version policy