Text Generation
GGUF
English
Korean
Japanese
solar
Mixture of Experts
mixed-precision
dgx-spark
imatrix
conversational
Instructions to use Baekpica/Solar-Open2-250B-Mixed-Quant-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 Baekpica/Solar-Open2-250B-Mixed-Quant-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 Baekpica/Solar-Open2-250B-Mixed-Quant-GGUF # Run inference directly in the terminal: llama cli -hf Baekpica/Solar-Open2-250B-Mixed-Quant-GGUF
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf Baekpica/Solar-Open2-250B-Mixed-Quant-GGUF # Run inference directly in the terminal: llama cli -hf Baekpica/Solar-Open2-250B-Mixed-Quant-GGUF
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 Baekpica/Solar-Open2-250B-Mixed-Quant-GGUF # Run inference directly in the terminal: ./llama-cli -hf Baekpica/Solar-Open2-250B-Mixed-Quant-GGUF
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 Baekpica/Solar-Open2-250B-Mixed-Quant-GGUF # Run inference directly in the terminal: ./build/bin/llama-cli -hf Baekpica/Solar-Open2-250B-Mixed-Quant-GGUF
Use Docker
docker model run hf.co/Baekpica/Solar-Open2-250B-Mixed-Quant-GGUF
- LM Studio
- Jan
- vLLM
How to use Baekpica/Solar-Open2-250B-Mixed-Quant-GGUF with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "Baekpica/Solar-Open2-250B-Mixed-Quant-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": "Baekpica/Solar-Open2-250B-Mixed-Quant-GGUF", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/Baekpica/Solar-Open2-250B-Mixed-Quant-GGUF
- Ollama
How to use Baekpica/Solar-Open2-250B-Mixed-Quant-GGUF with Ollama:
ollama run hf.co/Baekpica/Solar-Open2-250B-Mixed-Quant-GGUF
- Unsloth Desktop
- Pi
How to use Baekpica/Solar-Open2-250B-Mixed-Quant-GGUF with Pi:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf Baekpica/Solar-Open2-250B-Mixed-Quant-GGUF
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": "Baekpica/Solar-Open2-250B-Mixed-Quant-GGUF" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Docker Model Runner
How to use Baekpica/Solar-Open2-250B-Mixed-Quant-GGUF with Docker Model Runner:
docker model run hf.co/Baekpica/Solar-Open2-250B-Mixed-Quant-GGUF
- Lemonade
How to use Baekpica/Solar-Open2-250B-Mixed-Quant-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull Baekpica/Solar-Open2-250B-Mixed-Quant-GGUF
Run and chat with the model
lemonade run user.Solar-Open2-250B-Mixed-Quant-GGUF-{{QUANT_TAG}}List all available models
lemonade list
- Hermes Agent
How to use Baekpica/Solar-Open2-250B-Mixed-Quant-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 Baekpica/Solar-Open2-250B-Mixed-Quant-GGUF
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 Baekpica/Solar-Open2-250B-Mixed-Quant-GGUF
Run Hermes
hermes
- Atomic Chat
- OpenClaw
How to use Baekpica/Solar-Open2-250B-Mixed-Quant-GGUF with OpenClaw:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf Baekpica/Solar-Open2-250B-Mixed-Quant-GGUF
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 "Baekpica/Solar-Open2-250B-Mixed-Quant-GGUF" \ --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"
| { | |
| "schema_version": 1, | |
| "generated_utc": "2026-08-09T11:15:26.185443+00:00", | |
| "model": { | |
| "repo": "upstage/Solar-Open2-250B", | |
| "revision": "9190fbe63a2ad8e17fc766ccceb36de7c66f004b", | |
| "gated": false, | |
| "file_count": 108, | |
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| }, | |
| "local_metadata": { | |
| "config_sha256": "fb6428ba165af1ace1d98f9170f6bafce061347593a94bd16b4b8aa3d6fe09f9", | |
| "chat_template_sha256": "5da6ffcd2d06aacce4d9f1be10078ff57e0d8ddd589c97cc8f0001e9fbf33f3a", | |
| "license_sha256": "de031be88349e197e9ae20b7051679f55eb50ca53f7ffb2362343f8516b02d66", | |
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| }, | |
| "implementations": { | |
| "upstage_transformers": { | |
| "repo": "upstageAI/transformers", | |
| "ref": "v5.14.1-solar-open2", | |
| "commit": "ef5c37485091057070b36dd0620798f74988eb01" | |
| }, | |
| "llama_cpp_bootstrap": { | |
| "repo": "ggml-org/llama.cpp", | |
| "commit": "6ea215d171fd31df943bf1ac8227129f2b963160", | |
| "solar_patch_sha256": "7c267850de7a08af66a9bd64e9d4a3b33e085a4d2888d94a4c3d919f87283e44" | |
| }, | |
| "ds4": { | |
| "repo": "Baekpica/ds4", | |
| "base_branch": "feature/exaone-model-loader", | |
| "base_commit": "b2faf06f1ce2702efa53ac17145b1f56d3fb23b8", | |
| "work_branch": "feature/solar-open2-model-loader", | |
| "current_commit": "b2faf06f1ce2702efa53ac17145b1f56d3fb23b8" | |
| } | |
| }, | |
| "architecture_contract": { | |
| "model_type": "solar_open2", | |
| "layers": 48, | |
| "hidden_size": 4096, | |
| "gqa_layers": [ | |
| 0, | |
| 4, | |
| 8, | |
| 12, | |
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| 44 | |
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| "routed_experts": 320, | |
| "shared_experts": 1, | |
| "experts_per_token": 8, | |
| "max_context": 1048576, | |
| "use_rope": false, | |
| "kda_use_full_proj": false, | |
| "kda_allow_neg_eigval": true | |
| }, | |
| "license": { | |
| "name": "Upstage Solar License", | |
| "redistribution_allowed": true, | |
| "derivative_name_must_begin_with": "Solar", | |
| "required_phrase": "Built with Solar", | |
| "license_copy_required": true | |
| } | |
| } | |