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"
Apply Unbind Flash V1 launch branding to benchmark series
Browse files- BENCHMARKS.md +3 -3
- README.md +2 -2
- assets/benchmarks/01-deepswe.png +2 -2
- assets/benchmarks/01-deepswe.svg +1 -1
- assets/benchmarks/02-terminal.png +2 -2
- assets/benchmarks/02-terminal.svg +1 -1
- assets/benchmarks/03-hle.png +2 -2
- assets/benchmarks/03-hle.svg +1 -1
- assets/benchmarks/04-program.png +2 -2
- assets/benchmarks/04-program.svg +1 -1
- assets/benchmarks/05-nl2repo.png +2 -2
- assets/benchmarks/05-nl2repo.svg +1 -1
- assets/benchmarks/06-automation.png +2 -2
- assets/benchmarks/06-automation.svg +1 -1
- assets/benchmarks/07-agents.png +2 -2
- assets/benchmarks/07-agents.svg +1 -1
- assets/benchmarks/08-apex.png +2 -2
- assets/benchmarks/08-apex.svg +1 -1
- assets/benchmarks/benchmark-overview.gif +2 -2
- assets/benchmarks/comparison-sheet.png +2 -2
- assets/benchmarks/source-data.json +3 -1
BENCHMARKS.md
CHANGED
|
@@ -1,6 +1,6 @@
|
|
| 1 |
-
# Unbind
|
| 2 |
|
| 3 |
-
Unbind
|
| 4 |
|
| 5 |
Each chart compares models within one benchmark on a 0–100 axis. Evaluation setups differ across benchmarks; do not average these scores into an overall rating.
|
| 6 |
|
|
@@ -62,4 +62,4 @@ Publisher-reported benchmark scores. Additional per-row settings are not specifi
|
|
| 62 |
|
| 63 |
[CSV](https://huggingface.co/UnbindAI/Unbind-Flash-V1/resolve/main/assets/benchmarks/source-data.csv) · [JSON](https://huggingface.co/UnbindAI/Unbind-Flash-V1/resolve/main/assets/benchmarks/source-data.json). The accompanying SVG files provide editable vector exports.
|
| 64 |
|
| 65 |
-
All plotted values and model
|
|
|
|
| 1 |
+
# Unbind Flash V1 — benchmark comparisons
|
| 2 |
|
| 3 |
+
Unbind Flash V1 launch graphics. The highlighted “Unbind Flash V1 · base model” row represents the unmodified DeepSeek-V4.1-Flash-1017 reference checkpoint, using scores reported by DeepSeek. These are base-model comparisons, not evaluations of Unbind’s endpoint, abliterated hosted checkpoint or older public GGUF.
|
| 4 |
|
| 5 |
Each chart compares models within one benchmark on a 0–100 axis. Evaluation setups differ across benchmarks; do not average these scores into an overall rating.
|
| 6 |
|
|
|
|
| 62 |
|
| 63 |
[CSV](https://huggingface.co/UnbindAI/Unbind-Flash-V1/resolve/main/assets/benchmarks/source-data.csv) · [JSON](https://huggingface.co/UnbindAI/Unbind-Flash-V1/resolve/main/assets/benchmarks/source-data.json). The accompanying SVG files provide editable vector exports.
|
| 64 |
|
| 65 |
+
All plotted values reproduce the source table. The highlighted display label is branded as “Unbind Flash V1 · base model”; its exact source model is retained in the footer and data files. Other model labels reproduce the source table. GLM-5.3 is omitted from HLE because only its text-only subset score is supplied. These are reported benchmark comparisons, not newly run evaluations.
|
README.md
CHANGED
|
@@ -44,9 +44,9 @@ The publisher reports **320/320 classified COMPLY**, including **0/320 explicit
|
|
| 44 |
|
| 45 |
[Read the source evaluation and method](https://huggingface.co/dealignai/DeepSeek-V4.1-Flash-1017-UNCENSORED-FP8#internal-benchmarks-greedy-t0-this-repo).
|
| 46 |
|
| 47 |
-
##
|
| 48 |
|
| 49 |
-
Eight Unbind
|
| 50 |
|
| 51 |

|
| 52 |
|
|
|
|
| 44 |
|
| 45 |
[Read the source evaluation and method](https://huggingface.co/dealignai/DeepSeek-V4.1-Flash-1017-UNCENSORED-FP8#internal-benchmarks-greedy-t0-this-repo).
|
| 46 |
|
| 47 |
+
## Unbind Flash V1 benchmark gallery
|
| 48 |
|
| 49 |
+
Eight launch graphics for Unbind Flash V1. The highlighted “Unbind Flash V1 · base model” row represents the unmodified DeepSeek-V4.1-Flash-1017 reference checkpoint, using publisher-reported scores. These comparisons do not measure the Unbind endpoint or abliterated hosted edition.
|
| 50 |
|
| 51 |

|
| 52 |
|
assets/benchmarks/01-deepswe.png
CHANGED
|
Git LFS Details
|
|
Git LFS Details
|
assets/benchmarks/01-deepswe.svg
CHANGED
|
|
|
|
assets/benchmarks/02-terminal.png
CHANGED
|
Git LFS Details
|
|
Git LFS Details
|
assets/benchmarks/02-terminal.svg
CHANGED
|
|
|
|
assets/benchmarks/03-hle.png
CHANGED
|
Git LFS Details
|
|
Git LFS Details
|
assets/benchmarks/03-hle.svg
CHANGED
|
|
|
|
assets/benchmarks/04-program.png
CHANGED
|
Git LFS Details
|
|
Git LFS Details
|
assets/benchmarks/04-program.svg
CHANGED
|
|
|
|
assets/benchmarks/05-nl2repo.png
CHANGED
|
Git LFS Details
|
|
Git LFS Details
|
assets/benchmarks/05-nl2repo.svg
CHANGED
|
|
|
|
assets/benchmarks/06-automation.png
CHANGED
|
Git LFS Details
|
|
Git LFS Details
|
assets/benchmarks/06-automation.svg
CHANGED
|
|
|
|
assets/benchmarks/07-agents.png
CHANGED
|
Git LFS Details
|
|
Git LFS Details
|
assets/benchmarks/07-agents.svg
CHANGED
|
|
|
|
assets/benchmarks/08-apex.png
CHANGED
|
Git LFS Details
|
|
Git LFS Details
|
assets/benchmarks/08-apex.svg
CHANGED
|
|
|
|
assets/benchmarks/benchmark-overview.gif
CHANGED
|
Git LFS Details
|
|
Git LFS Details
|
assets/benchmarks/comparison-sheet.png
CHANGED
|
Git LFS Details
|
|
Git LFS Details
|
assets/benchmarks/source-data.json
CHANGED
|
@@ -122,5 +122,7 @@
|
|
| 122 |
],
|
| 123 |
"note": "Publisher-reported benchmark scores. Additional per-row settings are not specified."
|
| 124 |
}
|
| 125 |
-
]
|
|
|
|
|
|
|
| 126 |
}
|
|
|
|
| 122 |
],
|
| 123 |
"note": "Publisher-reported benchmark scores. Additional per-row settings are not specified."
|
| 124 |
}
|
| 125 |
+
],
|
| 126 |
+
"branding_name": "Unbind Flash V1",
|
| 127 |
+
"highlight_display_label": "Unbind Flash V1 · base model"
|
| 128 |
}
|