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

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

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"

UnbindAI commited on 10 days ago

Commit

29cd063

verified ·

1 Parent(s): 7deda38

Transpose full comparison and highlight benchmark leaders

Browse files

Files changed (5) hide show

assets/results-v1/08-full-comparison.png +2 -2
assets/results-v1/08-full-comparison.svg +1 -1
assets/results-v1/README.txt +2 -0
assets/results-v1/full-comparison-transposed.csv +8 -0
assets/results-v1/preview-sheet.png +2 -2

assets/results-v1/08-full-comparison.png CHANGED Viewed

Git LFS Details

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Git LFS Details

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assets/results-v1/08-full-comparison.svg CHANGED Viewed

assets/results-v1/README.txt CHANGED Viewed

@@ -15,3 +15,5 @@ All asterisks are retained. Their definition was not supplied.
 Benchmark charts are sorted by supplied score; comparison tables retain supplied model order.
 No average, combined score, unsupported win, competitor refusal claim, or universal uncensored claim was added.
 The separate 320/320 card records the user-reported result; suite, criteria and raw logs were not supplied.

 Benchmark charts are sorted by supplied score; comparison tables retain supplied model order.
 No average, combined score, unsupported win, competitor refusal claim, or universal uncensored claim was added.
 The separate 320/320 card records the user-reported result; suite, criteria and raw logs were not supplied.
+Full comparison layout: benchmarks down the left; models across the top. Unbind has a green column; outlined cells mark each benchmark maximum, including tied maxima. full-comparison-transposed.csv matches this layout.

assets/results-v1/full-comparison-transposed.csv ADDED Viewed

	@@ -0,0 +1,8 @@

+Benchmark,Claude Opus 5,GPT-5.6 Sol,GPT-6 Sol,Claude Sonnet 5,GPT-5.6 Terra,Gemini 3.1 Pro,Muse Spark 1.3,Claude Fable 5,Unbind Flash V1
+AA Index v5,45.0*,39.5*,43.0*,30.0*,34.0*,30.0*,36.4,38.0*,31.0*
+HLE-Diamond,49.0*,40.0*,45.2,30.0*,28.8,31.4,33.7,45.0*,26.9
+GPQA Diamond,93.9,93.5,94.3,80.3,93.3,94.4,93.5,85.9,93.1
+Terminal-Bench 4,49.0,39.9,43.9,14.1,35.4,4.0,33.3,42.4,12.6
+FrontierCode 2,35.0*,28.0*,32.0*,20.0*,25.0*,18.0*,23.1,30.0*,10.9
+LiveBench 2,78.0*,73.0*,77.0*,68.0*,67.8,69.0*,63.0,76.0*,64.6
+LiveCodeBench,89.0,82.6,87.0*,82.4,85.9,88.5,85.0*,89.8,87.2

assets/results-v1/preview-sheet.png CHANGED Viewed

Git LFS Details

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Pointer size: 131 Bytes
Size of remote file: 768 kB

Git LFS Details

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Pointer size: 131 Bytes
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