Instructions to use mlx-community/diffusiongemma-26B-A4B-it-OptiQ-4bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use mlx-community/diffusiongemma-26B-A4B-it-OptiQ-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("mlx-community/diffusiongemma-26B-A4B-it-OptiQ-4bit")
config = load_config("mlx-community/diffusiongemma-26B-A4B-it-OptiQ-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 mlx-community/diffusiongemma-26B-A4B-it-OptiQ-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 "mlx-community/diffusiongemma-26B-A4B-it-OptiQ-4bit"

Configure the model in Pi

# Install Pi:
npm install -g @mariozechner/pi-coding-agent
# Add to ~/.pi/agent/models.json:
{
  "providers": {
    "mlx-lm": {
      "baseUrl": "http://localhost:8080/v1",
      "api": "openai-completions",
      "apiKey": "none",
      "models": [
        {
          "id": "mlx-community/diffusiongemma-26B-A4B-it-OptiQ-4bit"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Hermes Agent new

How to use mlx-community/diffusiongemma-26B-A4B-it-OptiQ-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 "mlx-community/diffusiongemma-26B-A4B-it-OptiQ-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 mlx-community/diffusiongemma-26B-A4B-it-OptiQ-4bit

Run Hermes

hermes

OpenClaw new

How to use mlx-community/diffusiongemma-26B-A4B-it-OptiQ-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 "mlx-community/diffusiongemma-26B-A4B-it-OptiQ-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 "mlx-community/diffusiongemma-26B-A4B-it-OptiQ-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"

diffusiongemma-26B-A4B-it-OptiQ-4bit

Commit History

Re-quantized: vision tower at bf16 in a sidecar; Capability 68.87

b276d68
verified

codelion commited on 1 day ago

Update chat_template.jinja (#1)

9c3e570

codelion

joaogante commited on 6 days ago

docs: OptiQ brand spelling

c42b77a
verified

codelion commited on 25 days ago

card: remove em-dashes, ensure funnel

65b0ee2
verified

codelion commited on about 1 month ago

card: add mlx-optiq funnel banner + CTA

e836d5b
verified

codelion commited on about 1 month ago

Add files using upload-large-folder tool

166bbe9
verified

codelion commited on Jun 13

initial commit

3b4b18d
verified

codelion commited on Jun 13

Commit History

Re-quantized: vision tower at bf16 in a sidecar; Capability 68.87 b276d68 verified

Update chat_template.jinja (#1) 9c3e570

docs: OptiQ brand spelling c42b77a verified

card: remove em-dashes, ensure funnel 65b0ee2 verified

card: add mlx-optiq funnel banner + CTA e836d5b verified

Add files using upload-large-folder tool 166bbe9 verified

initial commit 3b4b18d verified

Re-quantized: vision tower at bf16 in a sidecar; Capability 68.87

b276d68
verified

Update chat_template.jinja (#1)

9c3e570

docs: OptiQ brand spelling

c42b77a
verified

card: remove em-dashes, ensure funnel

65b0ee2
verified

card: add mlx-optiq funnel banner + CTA

e836d5b
verified

Add files using upload-large-folder tool

166bbe9
verified

initial commit

3b4b18d
verified