Instructions to use ModernoTech/Nova-Core 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-Core 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-Core:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf ModernoTech/Nova-Core: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-Core:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf ModernoTech/Nova-Core: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-Core:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama cli -hf ModernoTech/Nova-Core:Q4_K_M

Use Docker

docker model run hf.co/ModernoTech/Nova-Core:Q4_K_M

Llama new
LM Studio
Jan

vLLM

How to use ModernoTech/Nova-Core with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "ModernoTech/Nova-Core"
# 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-Core",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/ModernoTech/Nova-Core:Q4_K_M

Ollama
How to use ModernoTech/Nova-Core with Ollama:
```
ollama run hf.co/ModernoTech/Nova-Core:Q4_K_M
```
Unsloth Desktop

How to use ModernoTech/Nova-Core 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-Core: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-Core:Q4_K_M"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Docker Model Runner
How to use ModernoTech/Nova-Core with Docker Model Runner:
```
docker model run hf.co/ModernoTech/Nova-Core:Q4_K_M
```

Lemonade

How to use ModernoTech/Nova-Core with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull ModernoTech/Nova-Core:Q4_K_M

Run and chat with the model

lemonade run user.Nova-Core-Q4_K_M

List all available models

lemonade list

Hermes Agent

How to use ModernoTech/Nova-Core 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-Core: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-Core:Q4_K_M

Run Hermes

hermes

Atomic Chat

OpenClaw

How to use ModernoTech/Nova-Core 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-Core: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-Core: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"

Nova-Core

File size: 5,881 Bytes

4752068
d276273

repository,model,hardware,ram_gb,ram_bandwidth_gbps,context,context_supported,artifact_size_bytes,active_weight_payload_bytes,token_upper_bound_conventional_tok_s,ssd_90_miss_upper,ssd_95_miss_upper,ssd_99_miss_upper,ssd_99_5_miss_upper,ssd_99_9_miss_upper,kv_cache_bytes_estimated,conventional_resident_gb_est,mne_resident_gb_est,throughput_status,ram_feasible,mne_feasible,notes
ModernoTech/Nova-Core,Nova Core 2.0,MacBook Air 2014,4.0,25.6,4K,true,3009448896,2716566815,10.119,7.905,15.81,79.051,158.103,790.514,110100480,3.022494,5.435977,"ESTIMADO (techo de ancho de banda, no benchmark)",NO VIABLE en RAM para pesos completos (límite teórico),ESCENARIO NO FAVORABLE EN RAM (estimado),none
ModernoTech/Nova-Core,Nova Core 2.0,Lenovo Yoga 720,8.0,34.1,4K,true,3009448896,2716566815,13.478,7.905,15.81,79.051,158.103,790.514,110100480,3.022494,5.435977,"ESTIMADO (techo de ancho de banda, no benchmark)","VIABLE con margen de memoria (límite superior de presión, no medición)",ESCENARIO VIRTUOSO DE RAM (cache capado; no prueba de throughput),none
ModernoTech/Nova-Core,Nova Core 2.0,MacBook Neo A18 Pro,8.0,60.0,4K,true,3009448896,2716566815,23.715,7.905,15.81,79.051,158.103,790.514,110100480,3.022494,5.435977,"ESTIMADO (techo de ancho de banda, no benchmark)","VIABLE con margen de memoria (límite superior de presión, no medición)",ESCENARIO VIRTUOSO DE RAM (cache capado; no prueba de throughput),none
ModernoTech/Nova-Core,Nova Core 2.0,MacBook Air M4,16.0,120.0,4K,true,3009448896,2716566815,47.431,7.905,15.81,79.051,158.103,790.514,110100480,3.022494,5.435977,"ESTIMADO (techo de ancho de banda, no benchmark)","VIABLE con margen de memoria (límite superior de presión, no medición)",ESCENARIO VIRTUOSO DE RAM (cache capado; no prueba de throughput),none
ModernoTech/Nova-Core,Nova Core 2.0,MacBook Air 2014,4.0,25.6,8K,true,3009448896,2716566815,10.119,7.905,15.81,79.051,158.103,790.514,220200960,3.125033,5.538516,"ESTIMADO (techo de ancho de banda, no benchmark)",NO VIABLE en RAM para pesos completos (límite teórico),ESCENARIO NO FAVORABLE EN RAM (estimado),none
ModernoTech/Nova-Core,Nova Core 2.0,Lenovo Yoga 720,8.0,34.1,8K,true,3009448896,2716566815,13.478,7.905,15.81,79.051,158.103,790.514,220200960,3.125033,5.538516,"ESTIMADO (techo de ancho de banda, no benchmark)","VIABLE con margen de memoria (límite superior de presión, no medición)",ESCENARIO VIRTUOSO DE RAM (cache capado; no prueba de throughput),none
ModernoTech/Nova-Core,Nova Core 2.0,MacBook Neo A18 Pro,8.0,60.0,8K,true,3009448896,2716566815,23.715,7.905,15.81,79.051,158.103,790.514,220200960,3.125033,5.538516,"ESTIMADO (techo de ancho de banda, no benchmark)","VIABLE con margen de memoria (límite superior de presión, no medición)",ESCENARIO VIRTUOSO DE RAM (cache capado; no prueba de throughput),none
ModernoTech/Nova-Core,Nova Core 2.0,MacBook Air M4,16.0,120.0,8K,true,3009448896,2716566815,47.431,7.905,15.81,79.051,158.103,790.514,220200960,3.125033,5.538516,"ESTIMADO (techo de ancho de banda, no benchmark)","VIABLE con margen de memoria (límite superior de presión, no medición)",ESCENARIO VIRTUOSO DE RAM (cache capado; no prueba de throughput),none
ModernoTech/Nova-Core,Nova Core 2.0,MacBook Air 2014,4.0,25.6,64K,true,3009448896,2716566815,10.119,7.905,15.81,79.051,158.103,790.514,1761607680,4.56058,6.974062,"ESTIMADO (techo de ancho de banda, no benchmark)",NO VIABLE en RAM para pesos completos (límite teórico),ESCENARIO NO FAVORABLE EN RAM (estimado),none
ModernoTech/Nova-Core,Nova Core 2.0,Lenovo Yoga 720,8.0,34.1,64K,true,3009448896,2716566815,13.478,7.905,15.81,79.051,158.103,790.514,1761607680,4.56058,6.974062,"ESTIMADO (techo de ancho de banda, no benchmark)","VIABLE con margen de memoria (límite superior de presión, no medición)",ESCENARIO VIRTUOSO DE RAM (cache capado; no prueba de throughput),none
ModernoTech/Nova-Core,Nova Core 2.0,MacBook Neo A18 Pro,8.0,60.0,64K,true,3009448896,2716566815,23.715,7.905,15.81,79.051,158.103,790.514,1761607680,4.56058,6.974062,"ESTIMADO (techo de ancho de banda, no benchmark)","VIABLE con margen de memoria (límite superior de presión, no medición)",ESCENARIO VIRTUOSO DE RAM (cache capado; no prueba de throughput),none
ModernoTech/Nova-Core,Nova Core 2.0,MacBook Air M4,16.0,120.0,64K,true,3009448896,2716566815,47.431,7.905,15.81,79.051,158.103,790.514,1761607680,4.56058,6.974062,"ESTIMADO (techo de ancho de banda, no benchmark)","VIABLE con margen de memoria (límite superior de presión, no medición)",ESCENARIO VIRTUOSO DE RAM (cache capado; no prueba de throughput),none
ModernoTech/Nova-Core,Nova Core 2.0,MacBook Air 2014,4.0,25.6,128K,true,3009448896,2716566815,10.119,7.905,15.81,79.051,158.103,790.514,3523215360,6.201205,8.614687,"ESTIMADO (techo de ancho de banda, no benchmark)",NO VIABLE en RAM para pesos completos (límite teórico),ESCENARIO NO FAVORABLE EN RAM (estimado),none
ModernoTech/Nova-Core,Nova Core 2.0,Lenovo Yoga 720,8.0,34.1,128K,true,3009448896,2716566815,13.478,7.905,15.81,79.051,158.103,790.514,3523215360,6.201205,8.614687,"ESTIMADO (techo de ancho de banda, no benchmark)",VIABLE con alta presión de memoria (estimado),ESCENARIO NO FAVORABLE EN RAM (estimado),none
ModernoTech/Nova-Core,Nova Core 2.0,MacBook Neo A18 Pro,8.0,60.0,128K,true,3009448896,2716566815,23.715,7.905,15.81,79.051,158.103,790.514,3523215360,6.201205,8.614687,"ESTIMADO (techo de ancho de banda, no benchmark)",VIABLE con alta presión de memoria (estimado),ESCENARIO NO FAVORABLE EN RAM (estimado),none
ModernoTech/Nova-Core,Nova Core 2.0,MacBook Air M4,16.0,120.0,128K,true,3009448896,2716566815,47.431,7.905,15.81,79.051,158.103,790.514,3523215360,6.201205,8.614687,"ESTIMADO (techo de ancho de banda, no benchmark)","VIABLE con margen de memoria (límite superior de presión, no medición)",ESCENARIO VIRTUOSO DE RAM (cache capado; no prueba de throughput),none