Instructions to use sovasoft/zora-v1.11 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use sovasoft/zora-v1.11 with Transformers:

# pip install -U transformers accelerate
# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("sovasoft/zora-v1.11", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use sovasoft/zora-v1.11 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 sovasoft/zora-v1.11:Q5_K_M
# Run inference directly in the terminal:
llama cli -hf sovasoft/zora-v1.11:Q5_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf sovasoft/zora-v1.11:Q5_K_M
# Run inference directly in the terminal:
llama cli -hf sovasoft/zora-v1.11:Q5_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 sovasoft/zora-v1.11:Q5_K_M
# Run inference directly in the terminal:
./llama-cli -hf sovasoft/zora-v1.11:Q5_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 sovasoft/zora-v1.11:Q5_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf sovasoft/zora-v1.11:Q5_K_M

Use Docker

docker model run hf.co/sovasoft/zora-v1.11:Q5_K_M

LM Studio
Jan
Ollama
How to use sovasoft/zora-v1.11 with Ollama:
```
ollama run hf.co/sovasoft/zora-v1.11:Q5_K_M
```
Unsloth Desktop

How to use sovasoft/zora-v1.11 with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf sovasoft/zora-v1.11:Q5_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": "sovasoft/zora-v1.11:Q5_K_M"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Docker Model Runner
How to use sovasoft/zora-v1.11 with Docker Model Runner:
```
docker model run hf.co/sovasoft/zora-v1.11:Q5_K_M
```

Lemonade

How to use sovasoft/zora-v1.11 with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull sovasoft/zora-v1.11:Q5_K_M

Run and chat with the model

lemonade run user.zora-v1.11-Q5_K_M

List all available models

lemonade list

Hermes Agent

How to use sovasoft/zora-v1.11 with Hermes Agent:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf sovasoft/zora-v1.11:Q5_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 sovasoft/zora-v1.11:Q5_K_M

Run Hermes

hermes

Atomic Chat

OpenClaw

How to use sovasoft/zora-v1.11 with OpenClaw:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf sovasoft/zora-v1.11:Q5_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 "sovasoft/zora-v1.11:Q5_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"

zora-v1.11 / README_el.md

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metadata

language: el
license: apache-2.0
base_model: Qwen/Qwen3-8B
library_name: transformers
tags:
  - balkan
  - southeast-europe
  - multilingual
  - honest-ai
  - sovasoft

🌐 EN · 🇷🇸 SR · 🇭🇷 HR · 🇧🇦 BS · 🇲🇰 MK · 🇸🇮 SL · 🇦🇱 SQ · 🇲🇢 CNR · 🇧🇬 BG · 🇬🇷 EL · 🇹🇷 TR · 🇷🇴 RO · 🇭🇺 HU

Zora v1.12 -- anoichto, eilikrines LLM gia ta Valkania kai ti Notioanatoliki Evropi

zora = "avgii". O monos pou enonei tous pantes. -- Sovasoft (ai.in.rs)

Ti einai i Zora

I Zora einai ena anoichto glossiko montelo 8B (Qwen3-8B) gia 12 glosses ton Valkanion.

Iskrenost

Eilikriniia: apologei ti avelaiotita anti na ekmetaleutetai gegonota
Poiotita sti mothrikhi glossa: iscira se 12 glosses
Ergalia: apantae se genikes gnoseis, psachnei mono otan xreiazetai
Polyprosopikotita se amfisvititi istoria kai politismos

Periorismoi

I logiki/matheamtika einai adynami -- afto einai to orio tou montelou 8B
Gia akribeis plirofories xreistaste RAG i anazitisi sto web
Kvantopoiisi: xreistaste Q5_K_M / Q6_K / Q8_0

Chrissi

Ollama

HuggingFace Transformers

Adeia: Apache-2.0

Eucharisties

I Zora yparxei xariti stin open source koinotita. Eidikes eucharisties stin omada Qwen tis Alibaba.

зора -- the dawn belongs to everyone.

Sovasoft · ai.in.rs · one to unite them all