Instructions to use cagataydev/loopl-2b-4bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use cagataydev/loopl-2b-4bit with MLX:

# Make sure mlx-vlm is installed
# pip install --upgrade mlx-vlm

from mlx_vlm import load, generate
from mlx_vlm.prompt_utils import apply_chat_template
from mlx_vlm.utils import load_config

# Load the model
model, processor = load("cagataydev/loopl-2b-4bit")
config = load_config("cagataydev/loopl-2b-4bit")

# Prepare input
image = ["http://images.cocodataset.org/val2017/000000039769.jpg"]
prompt = "Describe this image."

# Apply chat template
formatted_prompt = apply_chat_template(
    processor, config, prompt, num_images=1
)

# Generate output
output = generate(model, processor, formatted_prompt, image)
print(output)

Notebooks
Google Colab
Kaggle
Local Apps Settings
LM Studio

How to use cagataydev/loopl-2b-4bit with Pi:

Start the MLX server

# Install MLX LM:
uv tool install mlx-lm
# Start a local OpenAI-compatible server:
mlx_lm.server --model "cagataydev/loopl-2b-4bit"

Configure the model in Pi

# Install Pi:
npm install -g @earendil-works/pi-coding-agent
# Add to ~/.pi/agent/models.json:
{
  "providers": {
    "mlx-lm": {
      "baseUrl": "http://localhost:8080/v1",
      "api": "openai-completions",
      "apiKey": "none",
      "models": [
        {
          "id": "cagataydev/loopl-2b-4bit"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Hermes Agent

How to use cagataydev/loopl-2b-4bit with Hermes Agent:

Start the MLX server

# Install MLX LM:
uv tool install mlx-lm
# Start a local OpenAI-compatible server:
mlx_lm.server --model "cagataydev/loopl-2b-4bit"

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 cagataydev/loopl-2b-4bit

Run Hermes

hermes

Atomic Chat

OpenClaw

How to use cagataydev/loopl-2b-4bit with OpenClaw:

Start the MLX server

# Install MLX LM:
uv tool install mlx-lm
# Start a local OpenAI-compatible server:
mlx_lm.server --model "cagataydev/loopl-2b-4bit"

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 "cagataydev/loopl-2b-4bit" \
  --custom-provider-id mlx-lm \
  --custom-compatibility openai \
  --custom-text-input \
  --accept-risk \
  --skip-health

Run OpenClaw

openclaw agent --local --agent main --message "Hello from Hugging Face"

cagataydev commited on 29 days ago

Commit

fc74cef

verified ·

1 Parent(s): e26f67a

card: loopl 2B v1.1 (mlx) — train/cards.py

Browse files

Files changed (1) hide show

README.md +1 -1

README.md CHANGED Viewed

@@ -26,7 +26,7 @@ tags:
   <a href="https://loopl.dev"><img src="https://huggingface.co/cagataydev/loopl-2b-4bit/resolve/main/assets/banner.png" alt="loopl — Agents that run on your phone." width="100%"></a>
 </p>
-<div align="center" style="display:flex;flex-wrap:wrap;gap:6px;justify-content:center"><a href="https://huggingface.co/cagataydev/loopl-2b-4bit/blob/main/README.md#license"><img alt="license: Apache 2.0" src="https://img.shields.io/badge/license-Apache%202.0-5d5d63?style=flat-square&labelColor=0b0b0c"></a> <img alt="MLX: 4-bit · 1.72 GB" src="https://img.shields.io/badge/MLX-4--bit%20%C2%B7%201.72%20GB-5d5d63?style=flat-square&labelColor=0b0b0c"> <img alt="vision: ✓ 297 tensors kept" src="https://img.shields.io/badge/vision-%E2%9C%93%20297%20tensors%20kept-5d5d63?style=flat-square&labelColor=0b0b0c"> <img alt="tool calling: native + loopl JSON" src="https://img.shields.io/badge/tool%20calling-native%20%2B%20loopl%20JSON-5d5d63?style=flat-square&labelColor=0b0b0c"> <img alt="params: 2B" src="https://img.shields.io/badge/params-2B-5d5d63?style=flat-square&labelColor=0b0b0c"> <img alt="version: v1.1" src="https://img.shields.io/badge/version-v1.1-5d5d63?style=flat-square&labelColor=0b0b0c"> <a href="https://testflight.apple.com/join/uUNjfzW9"><img alt="Get it on: TestFlight" src="https://img.shields.io/badge/Get%20it%20on-TestFlight-ff5a1f?style=flat-square&labelColor=0b0b0c&logo=apple&logoColor=white"></a> <a href="https://loopl.dev"><img alt="site: loopl.dev" src="https://img.shields.io/badge/site-loopl.dev-c2410c?style=flat-square&labelColor=0b0b0c"></a> <a href="https://huggingface.co/collections/cagataydev/loopl-on-device-agents-swift-6ac51395b13a9c41d4932eaf"><img alt="collection: 6 models" src="https://img.shields.io/badge/collection-6%20models-c2410c?style=flat-square&labelColor=0b0b0c"></a></div>
 # loopl 2B · v1.1

   <a href="https://loopl.dev"><img src="https://huggingface.co/cagataydev/loopl-2b-4bit/resolve/main/assets/banner.png" alt="loopl — Agents that run on your phone." width="100%"></a>
 </p>
+<div align="center" style="display:flex;flex-wrap:wrap;gap:6px;justify-content:center"><a href="https://huggingface.co/cagataydev/loopl-2b-4bit/blob/main/README.md#license"><img alt="license: Apache 2.0" src="https://img.shields.io/badge/license-Apache%202.0-5d5d63?style=flat-square&labelColor=0b0b0c"></a> <img alt="MLX: 4-bit · 1.72 GB" src="https://img.shields.io/badge/MLX-4--bit%20%C2%B7%201.72%20GB-5d5d63?style=flat-square&labelColor=0b0b0c"> <img alt="vision: ✓ 297 tensors kept" src="https://img.shields.io/badge/vision-%E2%9C%93%20297%20tensors%20kept-5d5d63?style=flat-square&labelColor=0b0b0c"> <img alt="tool calling: native + loopl JSON" src="https://img.shields.io/badge/tool%20calling-native%20%2B%20loopl%20JSON-5d5d63?style=flat-square&labelColor=0b0b0c"> <img alt="params: 2B" src="https://img.shields.io/badge/params-2B-5d5d63?style=flat-square&labelColor=0b0b0c"> <img alt="version: v1.1" src="https://img.shields.io/badge/version-v1.1-5d5d63?style=flat-square&labelColor=0b0b0c"> <a href="https://testflight.apple.com/join/uUNjfzW9"><img alt="Get it on: TestFlight" src="https://img.shields.io/badge/Get%20it%20on-TestFlight-ff5a1f?style=flat-square&labelColor=0b0b0c&logo=apple&logoColor=white"></a> <a href="https://loopl.dev"><img alt="site: loopl.dev" src="https://img.shields.io/badge/site-loopl.dev-c2410c?style=flat-square&labelColor=0b0b0c"></a> <a href="https://huggingface.co/collections/cagataydev/loopl-on-device-agents-swift-6ac51395b13a9c41d4932eaf"><img alt="collection: 10 models" src="https://img.shields.io/badge/collection-10%20models-c2410c?style=flat-square&labelColor=0b0b0c"></a></div>
 # loopl 2B · v1.1