Instructions to use OmenWorks/bend-4b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use OmenWorks/bend-4b 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 OmenWorks/bend-4b:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf OmenWorks/bend-4b:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf OmenWorks/bend-4b:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf OmenWorks/bend-4b:Q4_K_M

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 OmenWorks/bend-4b:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama cli -hf OmenWorks/bend-4b:Q4_K_M

Use Docker

docker model run hf.co/OmenWorks/bend-4b:Q4_K_M

Llama new
LM Studio
Jan
Ollama
How to use OmenWorks/bend-4b with Ollama:
```
ollama run hf.co/OmenWorks/bend-4b:Q4_K_M
```
Unsloth Desktop

How to use OmenWorks/bend-4b with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf OmenWorks/bend-4b: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": "OmenWorks/bend-4b:Q4_K_M"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Docker Model Runner
How to use OmenWorks/bend-4b with Docker Model Runner:
```
docker model run hf.co/OmenWorks/bend-4b:Q4_K_M
```

Lemonade

How to use OmenWorks/bend-4b with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull OmenWorks/bend-4b:Q4_K_M

Run and chat with the model

lemonade run user.bend-4b-Q4_K_M

List all available models

lemonade list

Hermes Agent

How to use OmenWorks/bend-4b with Hermes Agent:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf OmenWorks/bend-4b: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 OmenWorks/bend-4b:Q4_K_M

Run Hermes

hermes

Atomic Chat

OpenClaw

How to use OmenWorks/bend-4b with OpenClaw:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf OmenWorks/bend-4b: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 "OmenWorks/bend-4b: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"

jethrovic commited on 21 days ago

Commit

d6442de

verified ·

1 Parent(s): a27797d

Upload README.md with huggingface_hub

Browse files

Files changed (1) hide show

README.md +21 -0

README.md ADDED Viewed

	@@ -0,0 +1,21 @@

+---
+license: apache-2.0
+base_model: ggml-org/Kev-4B
+tags:
+  - gguf
+  - decision-model
+  - chat
+  - llama.cpp
+---
+# Kev-4B-GGUF — one model, two modes
+GGUF quants of **Kev-4B** (Apache-2.0, upstream: [ggml-org/Kev-4B-GGUF](https://huggingface.co/ggml-org/Kev-4B-GGUF)) hosted for the **Bend engine**.
+**This is the one-model/two-modes setup:** a single loaded copy of this model serves **chat** and **structured decisions** in one process — mode switching **swaps heads on the same model**, it does not load a second model. One load. One retained state. No sidecar.
+## Files
+- `Kev-4B-Q8_0.gguf` — Q8_0, 4.48 GB
+- `Kev-4B-Q4_K_M.gguf` — Q4_K_M, 2.71 GB
+Upstream license (Apache-2.0) applies; mirror permitted.