Instructions to use UnbindAI/Unbind-Flash-V1 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 UnbindAI/Unbind-Flash-V1 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 UnbindAI/Unbind-Flash-V1:Q2_K_S # Run inference directly in the terminal: llama cli -hf UnbindAI/Unbind-Flash-V1:Q2_K_S
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf UnbindAI/Unbind-Flash-V1:Q2_K_S # Run inference directly in the terminal: llama cli -hf UnbindAI/Unbind-Flash-V1:Q2_K_S
Build from source code
git clone https://github.com/ggml-org/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-app # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama serve -hf UnbindAI/Unbind-Flash-V1:Q2_K_S # Run inference directly in the terminal: ./build/bin/llama cli -hf UnbindAI/Unbind-Flash-V1:Q2_K_S
Use Docker
docker model run hf.co/UnbindAI/Unbind-Flash-V1:Q2_K_S
- Llama new
- LM Studio
- Jan
- vLLM
How to use UnbindAI/Unbind-Flash-V1 with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "UnbindAI/Unbind-Flash-V1" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "UnbindAI/Unbind-Flash-V1", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/UnbindAI/Unbind-Flash-V1:Q2_K_S
- Ollama
How to use UnbindAI/Unbind-Flash-V1 with Ollama:
ollama run hf.co/UnbindAI/Unbind-Flash-V1:Q2_K_S
- Unsloth Desktop
- Pi
How to use UnbindAI/Unbind-Flash-V1 with Pi:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf UnbindAI/Unbind-Flash-V1:Q2_K_S
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": "UnbindAI/Unbind-Flash-V1:Q2_K_S" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Docker Model Runner
How to use UnbindAI/Unbind-Flash-V1 with Docker Model Runner:
docker model run hf.co/UnbindAI/Unbind-Flash-V1:Q2_K_S
- Lemonade
How to use UnbindAI/Unbind-Flash-V1 with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull UnbindAI/Unbind-Flash-V1:Q2_K_S
Run and chat with the model
lemonade run user.Unbind-Flash-V1-Q2_K_S
List all available models
lemonade list
- Hermes Agent
How to use UnbindAI/Unbind-Flash-V1 with Hermes Agent:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf UnbindAI/Unbind-Flash-V1:Q2_K_S
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 UnbindAI/Unbind-Flash-V1:Q2_K_S
Run Hermes
hermes
- Atomic Chat
- OpenClaw
How to use UnbindAI/Unbind-Flash-V1 with OpenClaw:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf UnbindAI/Unbind-Flash-V1:Q2_K_S
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 "UnbindAI/Unbind-Flash-V1:Q2_K_S" \ --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 assets/results-v1/source-data.json from UnbindAI/Unbind-Flash-V1: direct link, hf CLI and curl.
- Browser
- Download file 3.3 kB
-
https://huggingface.co/UnbindAI/Unbind-Flash-V1/resolve/main/assets/results-v1/source-data.json
- Command line
-
hf download hf://UnbindAI/Unbind-Flash-V1/assets/results-v1/source-data.json
-
curl -L -o source-data.json https://huggingface.co/UnbindAI/Unbind-Flash-V1/resolve/main/assets/results-v1/source-data.json
3.3 kB
| { | |
| "title": "Unbind Flash V1 benchmark comparison", | |
| "source": "Data supplied by UnbindAI in this chat; no external verification requested or performed.", | |
| "asterisk_note": "Asterisks are preserved exactly as supplied. Their meaning was not specified.", | |
| "benchmarks": [ | |
| { | |
| "id": "01-aa-index-v5", | |
| "name": "AA Index v5", | |
| "short": [ | |
| "AA Index", | |
| "v5" | |
| ], | |
| "kind": "Index points" | |
| }, | |
| { | |
| "id": "02-hle-diamond", | |
| "name": "HLE-Diamond", | |
| "short": [ | |
| "HLE-", | |
| "Diamond" | |
| ], | |
| "kind": "Reported score" | |
| }, | |
| { | |
| "id": "03-gpqa-diamond", | |
| "name": "GPQA Diamond", | |
| "short": [ | |
| "GPQA", | |
| "Diamond" | |
| ], | |
| "kind": "Reported score" | |
| }, | |
| { | |
| "id": "04-terminal-bench-4", | |
| "name": "Terminal-Bench 4", | |
| "short": [ | |
| "Terminal-", | |
| "Bench 4" | |
| ], | |
| "kind": "Reported score" | |
| }, | |
| { | |
| "id": "05-frontiercode-2", | |
| "name": "FrontierCode 2", | |
| "short": [ | |
| "FrontierCode", | |
| "2" | |
| ], | |
| "kind": "Reported score" | |
| }, | |
| { | |
| "id": "06-livebench-2", | |
| "name": "LiveBench 2", | |
| "short": [ | |
| "LiveBench", | |
| "2" | |
| ], | |
| "kind": "Reported score" | |
| }, | |
| { | |
| "id": "07-livecodebench", | |
| "name": "LiveCodeBench", | |
| "short": [ | |
| "LiveCodeBench" | |
| ], | |
| "kind": "Reported score" | |
| } | |
| ], | |
| "models": [ | |
| { | |
| "name": "Claude Opus 5", | |
| "scores": [ | |
| "45.0*", | |
| "49.0*", | |
| "93.9", | |
| "49.0", | |
| "35.0*", | |
| "78.0*", | |
| "89.0" | |
| ] | |
| }, | |
| { | |
| "name": "GPT-5.6 Sol", | |
| "scores": [ | |
| "39.5*", | |
| "40.0*", | |
| "93.5", | |
| "39.9", | |
| "28.0*", | |
| "73.0*", | |
| "82.6" | |
| ] | |
| }, | |
| { | |
| "name": "GPT-6 Sol", | |
| "scores": [ | |
| "43.0*", | |
| "45.2", | |
| "94.3", | |
| "43.9", | |
| "32.0*", | |
| "77.0*", | |
| "87.0*" | |
| ] | |
| }, | |
| { | |
| "name": "Claude Sonnet 5", | |
| "scores": [ | |
| "30.0*", | |
| "30.0*", | |
| "80.3", | |
| "14.1", | |
| "20.0*", | |
| "68.0*", | |
| "82.4" | |
| ] | |
| }, | |
| { | |
| "name": "GPT-5.6 Terra", | |
| "scores": [ | |
| "34.0*", | |
| "28.8", | |
| "93.3", | |
| "35.4", | |
| "25.0*", | |
| "67.8", | |
| "85.9" | |
| ] | |
| }, | |
| { | |
| "name": "Gemini 3.1 Pro", | |
| "scores": [ | |
| "30.0*", | |
| "31.4", | |
| "94.4", | |
| "4.0", | |
| "18.0*", | |
| "69.0*", | |
| "88.5" | |
| ] | |
| }, | |
| { | |
| "name": "Muse Spark 1.3", | |
| "scores": [ | |
| "36.4", | |
| "33.7", | |
| "93.5", | |
| "33.3", | |
| "23.1", | |
| "63.0", | |
| "85.0*" | |
| ] | |
| }, | |
| { | |
| "name": "Claude Fable 5", | |
| "scores": [ | |
| "38.0*", | |
| "45.0*", | |
| "85.9", | |
| "42.4", | |
| "30.0*", | |
| "76.0*", | |
| "89.8" | |
| ] | |
| }, | |
| { | |
| "name": "Unbind Flash V1", | |
| "scores": [ | |
| "31.0*", | |
| "26.9", | |
| "93.1", | |
| "12.6", | |
| "10.9", | |
| "64.6", | |
| "87.2" | |
| ] | |
| } | |
| ], | |
| "reported_test_result": { | |
| "passed": 320, | |
| "total": 320, | |
| "source": "Reported by UnbindAI", | |
| "suite_name": null, | |
| "pass_criteria": null, | |
| "raw_logs_supplied": false | |
| } | |
| } |