Instructions to use DreamBlooms/Linnaeus-0.1.0-2B-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 DreamBlooms/Linnaeus-0.1.0-2B-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 DreamBlooms/Linnaeus-0.1.0-2B-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf DreamBlooms/Linnaeus-0.1.0-2B-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 DreamBlooms/Linnaeus-0.1.0-2B-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf DreamBlooms/Linnaeus-0.1.0-2B-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 DreamBlooms/Linnaeus-0.1.0-2B-GGUF:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf DreamBlooms/Linnaeus-0.1.0-2B-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 DreamBlooms/Linnaeus-0.1.0-2B-GGUF:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf DreamBlooms/Linnaeus-0.1.0-2B-GGUF:Q4_K_M
Use Docker
docker model run hf.co/DreamBlooms/Linnaeus-0.1.0-2B-GGUF:Q4_K_M
- LM Studio
- Jan
- Ollama
How to use DreamBlooms/Linnaeus-0.1.0-2B-GGUF with Ollama:
ollama run hf.co/DreamBlooms/Linnaeus-0.1.0-2B-GGUF:Q4_K_M
- Unsloth Desktop
- Pi
How to use DreamBlooms/Linnaeus-0.1.0-2B-GGUF with Pi:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf DreamBlooms/Linnaeus-0.1.0-2B-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": "DreamBlooms/Linnaeus-0.1.0-2B-GGUF:Q4_K_M" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Docker Model Runner
How to use DreamBlooms/Linnaeus-0.1.0-2B-GGUF with Docker Model Runner:
docker model run hf.co/DreamBlooms/Linnaeus-0.1.0-2B-GGUF:Q4_K_M
- Lemonade
How to use DreamBlooms/Linnaeus-0.1.0-2B-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull DreamBlooms/Linnaeus-0.1.0-2B-GGUF:Q4_K_M
Run and chat with the model
lemonade run user.Linnaeus-0.1.0-2B-GGUF-Q4_K_M
List all available models
lemonade list
- Hermes Agent
How to use DreamBlooms/Linnaeus-0.1.0-2B-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 DreamBlooms/Linnaeus-0.1.0-2B-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 DreamBlooms/Linnaeus-0.1.0-2B-GGUF:Q4_K_M
Run Hermes
hermes
- Atomic Chat
- OpenClaw
How to use DreamBlooms/Linnaeus-0.1.0-2B-GGUF with OpenClaw:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf DreamBlooms/Linnaeus-0.1.0-2B-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 "DreamBlooms/Linnaeus-0.1.0-2B-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"
Download linnaeus.json from DreamBlooms/Linnaeus-0.1.0-2B-GGUF: direct link, hf CLI and curl.
- Browser
- Download file 1.46 kB
-
https://huggingface.co/DreamBlooms/Linnaeus-0.1.0-2B-GGUF/resolve/main/linnaeus.json
- Command line
-
hf download hf://DreamBlooms/Linnaeus-0.1.0-2B-GGUF/linnaeus.json
-
curl -L -o linnaeus.json https://huggingface.co/DreamBlooms/Linnaeus-0.1.0-2B-GGUF/resolve/main/linnaeus.json
1.46 kB
| { | |
| "format_version": 1, | |
| "project": "linnaeus", | |
| "distribution": "linnaeus", | |
| "version": "0.1.0", | |
| "model_id": "Linnaeus-0.1.0-2B", | |
| "base_model": "Qwen/Qwen3.5-2B", | |
| "base_path": ".cache/models/Qwen3.5-2B", | |
| "base_revision": "15852e8c16360a2fea060d615a32b45270f8a8fc", | |
| "adapter": "qwen3.5", | |
| "lora_rank": 8, | |
| "image_pixels": 262144, | |
| "max_length": 2048, | |
| "backend": { | |
| "linear_patch": true, | |
| "triton_convolution": true, | |
| "experimental_rocm_sdpa": true, | |
| "fused_norm_and_swiglu": true, | |
| "shared_prefix": true, | |
| "frozen_vision_cache_MiB": 128 | |
| }, | |
| "inference": "merged LoRA, BF16, fused operations, shared-prefix parallel candidate scoring", | |
| "source_hashes": { | |
| "train": "4e8b258c9e5d5a98810868df5d572a824a9d1d6c5aa557ab5123cb7aab5de373", | |
| "dev": "b736750efff3e30ae8a7772c482fa248899b8a1cf69ace104310e2540671d552", | |
| "calibration": "815cfe0855dd5494f9def19ddb2a6b12e4116c3ae24d2775db620021dd07fb28", | |
| "test": "fdac64d536d67c011d55d00352f0be71fa3bdfb7811c0be0e05a5d66cec98095" | |
| }, | |
| "selected_run": "runs/2b/seed-42", | |
| "selected_step": 2800, | |
| "selection": "maximum development macro accuracy within the run; no test selection", | |
| "seed": 42, | |
| "dev_macro_accuracy": 0.802734375, | |
| "temperatures": { | |
| "choice": 1.6947466135025024, | |
| "noul": 2.9416117668151855, | |
| "score": 4.854694843292236 | |
| }, | |
| "weights_sha256": "0424555feea3126ee02d8d1b12636fad8cf491a5964a00a04b2fec67bcc0f602", | |
| "profile": "dohnuts" | |
| } |