Instructions to use Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-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 Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF:Q4_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 Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF:Q4_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 Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF:Q4_K_M
Use Docker
docker model run hf.co/Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF:Q4_K_M
- LM Studio
- Jan
- Ollama
How to use Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF with Ollama:
ollama run hf.co/Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF:Q4_K_M
- Unsloth Desktop
- Pi
How to use Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF with Pi:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF: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": "Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF:Q4_K_M" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Docker Model Runner
How to use Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF with Docker Model Runner:
docker model run hf.co/Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF:Q4_K_M
- Lemonade
How to use Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF:Q4_K_M
Run and chat with the model
lemonade run user.c4ai-command-r7b-12-2024-Q4_K_M-GGUF-Q4_K_M
List all available models
lemonade list
- Hermes Agent
How to use Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF with Hermes Agent:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF: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 Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF:Q4_K_M
Run Hermes
hermes
- Atomic Chat
- OpenClaw
How to use Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF with OpenClaw:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF: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 "Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF: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"
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Download README.md from Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF: direct link, hf CLI and curl.
- Browser
- Download file 2.6 kB
-
https://huggingface.co/Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF/resolve/main/README.md
- Command line
-
hf download hf://Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF/README.md
-
curl -L -o README.md https://huggingface.co/Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF/resolve/main/README.md
2.6 kB
| inference: false | |
| library_name: transformers | |
| language: | |
| - en | |
| - fr | |
| - de | |
| - es | |
| - it | |
| - pt | |
| - ja | |
| - ko | |
| - zh | |
| - ar | |
| - el | |
| - fa | |
| - pl | |
| - id | |
| - cs | |
| - he | |
| - hi | |
| - nl | |
| - ro | |
| - ru | |
| - tr | |
| - uk | |
| - vi | |
| license: cc-by-nc-4.0 | |
| extra_gated_prompt: By submitting this form, you agree to the [License Agreement](https://cohere.com/c4ai-cc-by-nc-license) and | |
| acknowledge that the information you provide will be collected, used, and shared | |
| in accordance with Cohere’s [Privacy Policy]( https://cohere.com/privacy). You’ll | |
| receive email updates about Cohere Labs and Cohere research, events, products and | |
| services. You can unsubscribe at any time. | |
| extra_gated_fields: | |
| Name: text | |
| Affiliation: text | |
| Country: country | |
| I agree to use this model for non-commercial use ONLY: checkbox | |
| base_model: CohereLabs/c4ai-command-r7b-12-2024 | |
| tags: | |
| - llama-cpp | |
| - gguf-my-repo | |
| # Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF | |
| This model was converted to GGUF format from [`CohereLabs/c4ai-command-r7b-12-2024`](https://huggingface.co/CohereLabs/c4ai-command-r7b-12-2024) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space. | |
| Refer to the [original model card](https://huggingface.co/CohereLabs/c4ai-command-r7b-12-2024) for more details on the model. | |
| ## Use with llama.cpp | |
| Install llama.cpp through brew (works on Mac and Linux) | |
| ```bash | |
| brew install llama.cpp | |
| ``` | |
| Invoke the llama.cpp server or the CLI. | |
| ### CLI: | |
| ```bash | |
| llama-cli --hf-repo Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF --hf-file c4ai-command-r7b-12-2024-q4_k_m.gguf -p "The meaning to life and the universe is" | |
| ``` | |
| ### Server: | |
| ```bash | |
| llama-server --hf-repo Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF --hf-file c4ai-command-r7b-12-2024-q4_k_m.gguf -c 2048 | |
| ``` | |
| Note: You can also use this checkpoint directly through the [usage steps](https://github.com/ggerganov/llama.cpp?tab=readme-ov-file#usage) listed in the Llama.cpp repo as well. | |
| Step 1: Clone llama.cpp from GitHub. | |
| ``` | |
| git clone https://github.com/ggerganov/llama.cpp | |
| ``` | |
| Step 2: Move into the llama.cpp folder and build it with `LLAMA_CURL=1` flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux). | |
| ``` | |
| cd llama.cpp && LLAMA_CURL=1 make | |
| ``` | |
| Step 3: Run inference through the main binary. | |
| ``` | |
| ./llama-cli --hf-repo Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF --hf-file c4ai-command-r7b-12-2024-q4_k_m.gguf -p "The meaning to life and the universe is" | |
| ``` | |
| or | |
| ``` | |
| ./llama-server --hf-repo Lumia101/c4ai-command-r7b-12-2024-Q4_K_M-GGUF --hf-file c4ai-command-r7b-12-2024-q4_k_m.gguf -c 2048 | |
| ``` | |