Instructions to use ModernoTech/Nova-Mini with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use ModernoTech/Nova-Mini 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-Mini:Q4_K_M # Run inference directly in the terminal: llama cli -hf ModernoTech/Nova-Mini:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf ModernoTech/Nova-Mini:Q4_K_M # Run inference directly in the terminal: llama cli -hf ModernoTech/Nova-Mini:Q4_K_M
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-Mini:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama cli -hf ModernoTech/Nova-Mini:Q4_K_M
Use Docker
docker model run hf.co/ModernoTech/Nova-Mini:Q4_K_M
- Llama new
- LM Studio
- Jan
- Ollama
How to use ModernoTech/Nova-Mini with Ollama:
ollama run hf.co/ModernoTech/Nova-Mini:Q4_K_M
- Unsloth Desktop
- Pi
How to use ModernoTech/Nova-Mini 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-Mini:Q4_K_M
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-Mini:Q4_K_M" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Docker Model Runner
How to use ModernoTech/Nova-Mini with Docker Model Runner:
docker model run hf.co/ModernoTech/Nova-Mini:Q4_K_M
- Lemonade
How to use ModernoTech/Nova-Mini with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull ModernoTech/Nova-Mini:Q4_K_M
Run and chat with the model
lemonade run user.Nova-Mini-Q4_K_M
List all available models
lemonade list
- Hermes Agent
How to use ModernoTech/Nova-Mini 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-Mini: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 ModernoTech/Nova-Mini:Q4_K_M
Run Hermes
hermes
- Atomic Chat
- OpenClaw
How to use ModernoTech/Nova-Mini 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-Mini:Q4_K_M
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-Mini:Q4_K_M" \ --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"
branding: institutional Apple/Google-style Nova product page
Browse files
README.md
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- text-generation
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license: apache-2.0
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inference: false
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---
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<div align="center">
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</div>
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# Nova Mini 1.0
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**Nova Mini 1.0**
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- SHA-256: `03a9f2b5eaa26e8a801012cf5c2eb75f2997da0725ce99bc03622d4bae583fdd`
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##
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## Technical provenance and licensing
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- Later versions will retain the same Nova Mini identity while evolving weights, fine-tuning and distillation.
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Moderno Tech
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- text-generation
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license: apache-2.0
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inference: false
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---
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<div align="center">
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<img alt="Moderno Tech" src="images/moderno-tech-logo.png" width="74" />
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<img alt="Nova Mini" src="images/nova-logo.png" width="150" />
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# Nova Mini 1.0
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<p><strong>Nova Edge · Version 1.0</strong></p>
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<p><strong>Nova Mini 1.0 — Moderno Tech
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Balanced edge intelligence.</strong></p>
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<p>Lightweight conversational assistant for modest hardware, local development, mobile browsers and compact edge environments.</p>
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<p>
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<a href="https://huggingface.co/ModernoTech/Nova-Mini"><strong>Repository</strong></a>
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·
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<a href="https://huggingface.co/ModernoTech/Nova-Mini/resolve/main/Nova-Mini-1.0-Q4_K_M.gguf"><strong>Download</strong></a>
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·
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<a href="https://www.moderno.com.ar"><strong>Moderno Tech</strong></a>
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</p>
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</div>
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---
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# Nova Mini 1.0
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**Nova Mini 1.0** is a Moderno Tech product in the **Nova Edge** family.
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## Moderno Tech / Nova Identity
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Nova Mini 1.0 is presented as an independent product of the Moderno Tech Nova platform. Its commercial identity, naming, versioning, documentation and repository belong to Moderno Tech.
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Moderno Tech does not claim that these weights were trained from scratch. NATIVE, FINE-TUNED and DISTILLED variants will be published in future versions with their own training documentation.
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## What Nova brings
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Modelo conversacional ligero de la familia Nova, orientado a diálogo local, resúmenes, ayuda técnica y asistencia general en hardware modesto. Presenta un balance entre tamaño, calidad y eficiencia.
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## Core specifications
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| Field | Value |
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| --- | --- |
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| Product | Nova Mini 1.0 |
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| Organization | Moderno Tech |
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| Family | Nova Edge |
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| Status | Published and verified distribution |
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| Base parameters | 0.6B (600M) |
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| Commercial version | `1.0` |
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| Architecture identity | Nova-branded product, technical base documented below |
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| Format | GGUF |
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| Quantization | Q4_K_M |
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| File | `Nova-Mini-1.0-Q4_K_M.gguf` |
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| Expected bytes | 484220288 |
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| SHA-256 | `03a9f2b5eaa26e8a801012cf5c2eb75f2997da0725ce99bc03622d4bae583fdd` |
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## Key strengths
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- Conversación conversacional local
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- Resúmenes y explicaciones
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- Asistencia general
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- Ejecución eficiente en hardware modesto
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## Downloads
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| Variant | File | Format | Size | Status |
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| --- | --- | --- | ---: | --- |
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| Stable | [Nova-Mini-1.0-Q4_K_M.gguf](https://huggingface.co/ModernoTech/Nova-Mini/resolve/main/Nova-Mini-1.0-Q4_K_M.gguf) | GGUF Q4_K_M | 484220288 bytes | Published and verified |
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Each download points to the exact published artifact in this repository.
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## Installation and usage
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Use a GGUF-compatible runtime such as `llama.cpp`, Ollama, or an equivalent local inference engine, and keep the original artifact integrity.
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Example installation reference:
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```bash
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llama-cli -hf ModernoTech/Nova-Mini --conversation
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```
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This command must be tested with the exact runtime and model format before claiming full compatibility. Follow the original author's recommended parameters whenever available.
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## Technical documentation
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- Format: GGUF
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- Quantization: Q4_K_M
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- File: `Nova-Mini-1.0-Q4_K_M.gguf`
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- Expected bytes: `484220288`
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- SHA-256: `03a9f2b5eaa26e8a801012cf5c2eb75f2997da0725ce99bc03622d4bae583fdd`
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- Runtime family: llama.cpp
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## Capabilities and use cases
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- Conversación conversacional local
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- Resúmenes y explicaciones
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- Asistencia general
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- Ejecución eficiente en hardware modesto
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## Limitations
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- This repository is a branded distribution of a verified original artifact.
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- No weights, architecture, tokenizer, prompts or inference parameters were altered.
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- Supported runtime and application scenarios must be validated with the exact hardware and browser/runtime in use.
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## Technical provenance and licensing
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| Field | Value |
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| --- | --- |
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| Product identity | Moderno Tech Nova |
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| Published artifact | `Nova-Mini-1.0-Q4_K_M.gguf` |
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| Base model | `Qwen/Qwen3-0.6B` |
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| Original repository | `Qwen/Qwen3-0.6B-GGUF / ModernoTech/nova-models` |
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| Original artifact filename | `Qwen3-0.6B-Q4_K_M.gguf` |
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| Quantization | `Q4_K_M` |
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| Expected bytes | `484220288` |
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| SHA-256 | `03a9f2b5eaa26e8a801012cf5c2eb75f2997da0725ce99bc03622d4bae583fdd` |
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| Original license | `Apache License 2.0` |
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The original model and authors retain their corresponding authorship and licensing rights. Moderno Tech preserves attribution and legal notices as required by the original license.
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## Evolution model
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Nova versions will evolve without changing product identity or repository:
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1. `1.0`: initial branded distribution based on verified original weights.
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2. `1.1`: incremental fine-tuning and documented behavior improvements.
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3. `1.5`: significant adaptation and training changes.
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4. `2.0`: new engine generation with Nova-native weights.
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5. `3.0`: mature next-generation Nova.
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A version containing fine-tuning must have new hashes, training documentation, provenance and model format details. A version with unchanged weights must never be presented as native training.
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## Version policy
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- `Nova Mini 1.0` is the first published Nova version.
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- Future improvements must create a new version number, even if the base architecture remains related.
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- Quantizations are distribution variants of the same commercial version.
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## Institutional footer
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**MODERNO TECH**
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Nova AI
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Intelligence. Engineering. Innovation.
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- Moderno Tech: [https://www.moderno.com.ar](https://www.moderno.com.ar)
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- Hugging Face organization: [https://huggingface.co/ModernoTech](https://huggingface.co/ModernoTech)
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- Repository: [https://huggingface.co/ModernoTech/Nova-Mini](https://huggingface.co/ModernoTech/Nova-Mini)
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