Instructions to use ViorikaAI-org/CalmaCatCoder-GGUF 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 ViorikaAI-org/CalmaCatCoder-GGUF 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 ViorikaAI-org/CalmaCatCoder-GGUF:F16 # Run inference directly in the terminal: llama cli -hf ViorikaAI-org/CalmaCatCoder-GGUF:F16
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf ViorikaAI-org/CalmaCatCoder-GGUF:F16 # Run inference directly in the terminal: llama cli -hf ViorikaAI-org/CalmaCatCoder-GGUF:F16
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 ViorikaAI-org/CalmaCatCoder-GGUF:F16 # Run inference directly in the terminal: ./llama-cli -hf ViorikaAI-org/CalmaCatCoder-GGUF:F16
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 ViorikaAI-org/CalmaCatCoder-GGUF:F16 # Run inference directly in the terminal: ./build/bin/llama-cli -hf ViorikaAI-org/CalmaCatCoder-GGUF:F16
Use Docker
docker model run hf.co/ViorikaAI-org/CalmaCatCoder-GGUF:F16
- LM Studio
- Jan
- vLLM
How to use ViorikaAI-org/CalmaCatCoder-GGUF with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "ViorikaAI-org/CalmaCatCoder-GGUF" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "ViorikaAI-org/CalmaCatCoder-GGUF", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/ViorikaAI-org/CalmaCatCoder-GGUF:F16
- Ollama
How to use ViorikaAI-org/CalmaCatCoder-GGUF with Ollama:
ollama run hf.co/ViorikaAI-org/CalmaCatCoder-GGUF:F16
- Unsloth Desktop
- Docker Model Runner
How to use ViorikaAI-org/CalmaCatCoder-GGUF with Docker Model Runner:
docker model run hf.co/ViorikaAI-org/CalmaCatCoder-GGUF:F16
- Lemonade
How to use ViorikaAI-org/CalmaCatCoder-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull ViorikaAI-org/CalmaCatCoder-GGUF:F16
Run and chat with the model
lemonade run user.CalmaCatCoder-GGUF-F16
List all available models
lemonade list
- Atomic Chat
Download LICENSE from ViorikaAI-org/CalmaCatCoder-GGUF: direct link, hf CLI and curl.
- Browser
- Download file 3.02 kB
-
https://huggingface.co/ViorikaAI-org/CalmaCatCoder-GGUF/resolve/019e0f3654be515e4a8f61ebd01ba6facde6b3fd/LICENSE
- Command line
-
hf download hf://ViorikaAI-org/CalmaCatCoder-GGUF@019e0f3654be515e4a8f61ebd01ba6facde6b3fd/LICENSE
-
curl -L -o LICENSE https://huggingface.co/ViorikaAI-org/CalmaCatCoder-GGUF/resolve/019e0f3654be515e4a8f61ebd01ba6facde6b3fd/LICENSE
3.02 kB
| CalmaCat Public License (CCPL-1.0) | |
| Model: CalmaCatCoder-280M | |
| Copyright (c) 2026 CalmaCat / Dmitriy Zemskov (ViorikaAI) | |
| ============================================================================== | |
| ENGLISH VERSION (PRIMARY) | |
| ============================================================================== | |
| Permission is hereby granted, free of charge, to any person obtaining a copy | |
| of this model and associated files (the "Model"), to use, copy, modify, merge, | |
| publish, distribute, sublicense, and/or sell copies of the Model, subject to | |
| the following conditions: | |
| 1. ATTRIBUTION: | |
| If you use, fine-tune, convert, or redistribute this Model or derivative weights, | |
| please retain the original author credit (ViorikaAI). | |
| 2. DISCLAIMER OF WARRANTY: | |
| THE MODEL IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | |
| IMPLIED. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY CLAIM, DAMAGES OR | |
| OTHER LIABILITY, ARISING FROM, OUT OF OR IN CONNECTION WITH, THE SOFTWARE | |
| OR THE USE OF THE MODEL. | |
| 3. FREEDOM OF USE: | |
| You are free to build on top of this model, create GGUF/EXL2/AWQ quantizations, | |
| or embed it into any open-source or commercial projects. | |
| ============================================================================== | |
| ВЕРСИЯ НА РУССКОМ ЯЗЫКЕ (ПЕРЕВОД) | |
| ============================================================================== | |
| Настоящим предоставляется бесплатное разрешение любому лицу, получившему копию | |
| данной модели и сопутствующих файлов («Модель»), использовать, копировать, | |
| изменять, объединять, публиковать, распространять, сублицензировать и/или | |
| продавать копии Модели при соблюдении следующих условий: | |
| 1. УКАЗАНИЕ АВТОРСТВА: | |
| Если вы используете, дообучаете (fine-tune), конвертируете или распространяете | |
| эту Модель или её производные веса, пожалуйста, сохраняйте указание первоначального | |
| автора (ViorikaAI). | |
| 2. ОГРАНИЧЕНИЕ ОТВЕТСТВЕННОСТИ: | |
| МОДЕЛЬ ПРЕДОСТАВЛЯЕТСЯ «КАК ЕСТЬ» (AS IS), БЕЗ КАКИХ-ЛИБО ГАРАНТИЙ. | |
| АВТОР НЕ НЕСЕТ ОТВЕТСТВЕННОСТИ ЗА ЛЮБЫЕ ПРЕТЕНЗИИ, УЩЕРБ ИЛИ ИНУЮ | |
| ОТВЕТСТВЕННОСТЬ, ВОЗНИКШИЕ В РЕЗУЛЬТАТЕ ИСПОЛЬЗОВАНИЯ МОДЕЛИ. | |
| 3. СВОБОДА ИСПОЛЬЗОВАНИЯ: | |
| Вы можете свободно дорабатывать модель, создавать кванты (GGUF, EXL2, AWQ), | |
| а также встраивать её в любые коммерческие или open-source проекты. |