Instructions to use ModernoTech/nova-2b 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-2b 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-2b
# Run inference directly in the terminal:
llama cli -hf ModernoTech/nova-2b

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf ModernoTech/nova-2b
# Run inference directly in the terminal:
llama cli -hf ModernoTech/nova-2b

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 ModernoTech/nova-2b
# Run inference directly in the terminal:
./llama-cli -hf ModernoTech/nova-2b

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 ModernoTech/nova-2b
# Run inference directly in the terminal:
./build/bin/llama-cli -hf ModernoTech/nova-2b

Use Docker

docker model run hf.co/ModernoTech/nova-2b

LM Studio
Jan

vLLM

How to use ModernoTech/nova-2b with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "ModernoTech/nova-2b"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "ModernoTech/nova-2b",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/ModernoTech/nova-2b

Ollama
How to use ModernoTech/nova-2b with Ollama:
```
ollama run hf.co/ModernoTech/nova-2b
```
Unsloth Desktop

How to use ModernoTech/nova-2b 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-2b

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-2b"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Docker Model Runner
How to use ModernoTech/nova-2b with Docker Model Runner:
```
docker model run hf.co/ModernoTech/nova-2b
```

Lemonade

How to use ModernoTech/nova-2b with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull ModernoTech/nova-2b

Run and chat with the model

lemonade run user.nova-2b-{{QUANT_TAG}}

List all available models

lemonade list

Hermes Agent

How to use ModernoTech/nova-2b 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-2b

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-2b

Run Hermes

hermes

Atomic Chat

OpenClaw

How to use ModernoTech/nova-2b 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-2b

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-2b" \
  --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 11 days ago

Commit

cdc8ed9

verified ·

1 Parent(s): a54dba2

Upload README.md with huggingface_hub

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README.md +25 -5

README.md CHANGED Viewed

@@ -1,5 +1,25 @@
 # Nova AI — Arquitectura Híbrida Oficial (ModernoTech)
 [![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](LICENSE)
 [![Format](https://img.shields.io/badge/Format-GGUF%20v3-green.svg)](docs/NOVA_GGUF_SPEC.md)
 [![Architecture](https://img.shields.io/badge/Architecture-Hybrid%20MoCE%20%2B%20Ternary%20Native-orange.svg)](#arquitectura-técnica)
@@ -43,18 +63,18 @@ Nova AI rompe la dependencia absoluta de los LLMs gigantes. En su lugar, distrib
 ## 🚀 Despliegue Rápido
 ### Opción 1: Modelo GGUF Universal (LM Studio / Ollama / llama.cpp)
-El archivo `nova-2b.gguf` puede ejecutarse directamente en cualquier cliente compatible con GGUF:
-- **LM Studio:** Importar `nova-2b.gguf` y cargar el preset [model_preset.json](model_preset.json).
 - **Ollama:**
   ```bash
-  ollama create nova-2b -f Modelfile
-  ollama run nova-2b
   ```
 - **llama.cpp:**
   ```bash
-  ./llama-server -m nova-2b.gguf -c 1048576 --temp 0.8 --top-p 0.95
   ```
 ### Opción 2: Nova AI Framework Completo (MoCE + RAG + Auto-Mejora)
 Ejecuta la consola interactiva con todas las capas activadas:
 ```bash

+---
+license: mit
+language:
+- es
+- en
+- zh
+- fr
+- pt
+pipeline_tag: text-generation
+tags:
+- nova
+- modernotech
+- gguf
+- conversational
+- uncensored
+- 1m-context
+base_model: ModernoTech/nova-2b
+---
 # Nova AI — Arquitectura Híbrida Oficial (ModernoTech)
 [![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](LICENSE)
 [![Format](https://img.shields.io/badge/Format-GGUF%20v3-green.svg)](docs/NOVA_GGUF_SPEC.md)
 [![Architecture](https://img.shields.io/badge/Architecture-Hybrid%20MoCE%20%2B%20Ternary%20Native-orange.svg)](#arquitectura-técnica)
 ## 🚀 Despliegue Rápido
 ### Opción 1: Modelo GGUF Universal (LM Studio / Ollama / llama.cpp)
+El archivo `nova-2b.gguf` puede ejecutarse directamente en cualquier cliente compatible con GGUF desde el Hugging Face Hub:
+- **LM Studio:** Buscar **`ModernoTech/nova-2b`** y presionar **Download**.
 - **Ollama:**
   ```bash
+  ollama run hf.co/ModernoTech/nova-2b
   ```
 - **llama.cpp:**
   ```bash
+  ./llama-server -hf ModernoTech/nova-2b -c 1048576 --temp 0.8 --top-p 0.95
   ```
 ### Opción 2: Nova AI Framework Completo (MoCE + RAG + Auto-Mejora)
 Ejecuta la consola interactiva con todas las capas activadas:
 ```bash