Instructions to use CompiwerAI/Mtrini-27B-Tellus-IQ2_XS with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use CompiwerAI/Mtrini-27B-Tellus-IQ2_XS 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 CompiwerAI/Mtrini-27B-Tellus-IQ2_XS:IQ2_XS
# Run inference directly in the terminal:
llama cli -hf CompiwerAI/Mtrini-27B-Tellus-IQ2_XS:IQ2_XS

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf CompiwerAI/Mtrini-27B-Tellus-IQ2_XS:IQ2_XS
# Run inference directly in the terminal:
llama cli -hf CompiwerAI/Mtrini-27B-Tellus-IQ2_XS:IQ2_XS

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 CompiwerAI/Mtrini-27B-Tellus-IQ2_XS:IQ2_XS
# Run inference directly in the terminal:
./llama-cli -hf CompiwerAI/Mtrini-27B-Tellus-IQ2_XS:IQ2_XS

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 CompiwerAI/Mtrini-27B-Tellus-IQ2_XS:IQ2_XS
# Run inference directly in the terminal:
./build/bin/llama-cli -hf CompiwerAI/Mtrini-27B-Tellus-IQ2_XS:IQ2_XS

Use Docker

docker model run hf.co/CompiwerAI/Mtrini-27B-Tellus-IQ2_XS:IQ2_XS

LM Studio
Jan

vLLM

How to use CompiwerAI/Mtrini-27B-Tellus-IQ2_XS with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "CompiwerAI/Mtrini-27B-Tellus-IQ2_XS"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "CompiwerAI/Mtrini-27B-Tellus-IQ2_XS",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/CompiwerAI/Mtrini-27B-Tellus-IQ2_XS:IQ2_XS

Ollama
How to use CompiwerAI/Mtrini-27B-Tellus-IQ2_XS with Ollama:
```
ollama run hf.co/CompiwerAI/Mtrini-27B-Tellus-IQ2_XS:IQ2_XS
```
Unsloth Desktop

How to use CompiwerAI/Mtrini-27B-Tellus-IQ2_XS with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf CompiwerAI/Mtrini-27B-Tellus-IQ2_XS:IQ2_XS

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": "CompiwerAI/Mtrini-27B-Tellus-IQ2_XS:IQ2_XS"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Docker Model Runner
How to use CompiwerAI/Mtrini-27B-Tellus-IQ2_XS with Docker Model Runner:
```
docker model run hf.co/CompiwerAI/Mtrini-27B-Tellus-IQ2_XS:IQ2_XS
```

Lemonade

How to use CompiwerAI/Mtrini-27B-Tellus-IQ2_XS with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull CompiwerAI/Mtrini-27B-Tellus-IQ2_XS:IQ2_XS

Run and chat with the model

lemonade run user.Mtrini-27B-Tellus-IQ2_XS-IQ2_XS

List all available models

lemonade list

Hermes Agent

How to use CompiwerAI/Mtrini-27B-Tellus-IQ2_XS with Hermes Agent:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf CompiwerAI/Mtrini-27B-Tellus-IQ2_XS:IQ2_XS

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 CompiwerAI/Mtrini-27B-Tellus-IQ2_XS:IQ2_XS

Run Hermes

hermes

Atomic Chat

OpenClaw

How to use CompiwerAI/Mtrini-27B-Tellus-IQ2_XS with OpenClaw:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf CompiwerAI/Mtrini-27B-Tellus-IQ2_XS:IQ2_XS

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 "CompiwerAI/Mtrini-27B-Tellus-IQ2_XS:IQ2_XS" \
  --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"

Mtrini-27B-Tellus-IQ2_XS

This repository contains the IQ2_XS GGUF quantization of Mtrini-27B-Tellus by CompiwerAI.

CompiwerAI — Building AI For Everyone.

File

Mtrini-27B-Tellus-IQ2_XS.gguf

Approximate size: 8.47 GiB

Quantization: IQ2_XS

Approximate bits per weight: 2.3125 bpw

Quantization

The IQ2_XS release was generated from the F16 GGUF using an importance matrix created from a dedicated calibration dataset.

Property	Value
Calibration context	512
Threads	20
Chunks	32
Calibration PPL	~2.4629 ± 0.04545
Importance entries	496

Architecture

Architecture: qwen35
Tensor count: 851
Transformer blocks: 64
Embedding size: 5120
FFN size: 17408
Attention heads: 24
KV heads: 4

llama.cpp

llama-cli \
  -m Mtrini-27B-Tellus-IQ2_XS.gguf \
  -p "What is 27 multiplied by 8?"

Validation example:

Related Releases

Main: CompiwerAI/Mtrini-27B-Tellus
Adapter: CompiwerAI/Mtrini-27B-Tellus-Adapter
Merged: CompiwerAI/Mtrini-27B-Tellus-Merged
F16 GGUF: CompiwerAI/Mtrini-27B-Tellus-GGUF
Imatrix: CompiwerAI/Mtrini-27B-Tellus-IQ2_XS-Imatrix

Downloads last month: 172

GGUF

Model size

27B params

Architecture

qwen35

Hardware compatibility

2-bit