Instructions to use zecanard/gemma-4-26B-A4B-it-uncensored-heretic-ara-MLX-3bit-mixed_3_6 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use zecanard/gemma-4-26B-A4B-it-uncensored-heretic-ara-MLX-3bit-mixed_3_6 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("zecanard/gemma-4-26B-A4B-it-uncensored-heretic-ara-MLX-3bit-mixed_3_6")
config = load_config("zecanard/gemma-4-26B-A4B-it-uncensored-heretic-ara-MLX-3bit-mixed_3_6")

# 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 zecanard/gemma-4-26B-A4B-it-uncensored-heretic-ara-MLX-3bit-mixed_3_6 with Pi:

Start the MLX server

# Install MLX LM:
uv tool install mlx-lm
# Start a local OpenAI-compatible server:
mlx_lm.server --model "zecanard/gemma-4-26B-A4B-it-uncensored-heretic-ara-MLX-3bit-mixed_3_6"

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": "zecanard/gemma-4-26B-A4B-it-uncensored-heretic-ara-MLX-3bit-mixed_3_6"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Hermes Agent new

How to use zecanard/gemma-4-26B-A4B-it-uncensored-heretic-ara-MLX-3bit-mixed_3_6 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 "zecanard/gemma-4-26B-A4B-it-uncensored-heretic-ara-MLX-3bit-mixed_3_6"

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 zecanard/gemma-4-26B-A4B-it-uncensored-heretic-ara-MLX-3bit-mixed_3_6

Run Hermes

hermes

OpenClaw new

How to use zecanard/gemma-4-26B-A4B-it-uncensored-heretic-ara-MLX-3bit-mixed_3_6 with OpenClaw:

Start the MLX server

# Install MLX LM:
uv tool install mlx-lm
# Start a local OpenAI-compatible server:
mlx_lm.server --model "zecanard/gemma-4-26B-A4B-it-uncensored-heretic-ara-MLX-3bit-mixed_3_6"

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 "zecanard/gemma-4-26B-A4B-it-uncensored-heretic-ara-MLX-3bit-mixed_3_6" \
  --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"

zecanard commited on May 8

Commit

9c76ce8

verified ·

1 Parent(s): 131ad86

Add files using upload-large-folder tool

Browse files

Files changed (3) hide show

README.md +2 -2
chat_template.jinja +3 -3
tokenizer_config.json +1 -0

README.md CHANGED Viewed

@@ -16,12 +16,12 @@ tags:
 ---
 # 🦆 zecanard/gemma-4-26B-A4B-it-uncensored-heretic-ara-MLX-3bit-mixed_3_6
-[This model](https://huggingface.co/zecanard/gemma-4-26B-A4B-it-uncensored-heretic-ara-MLX-3bit-mixed_3_6) was converted to MLX from [`trohrbaugh/gemma-4-26B-A4B-it-heretic-ara`](https://huggingface.co/trohrbaugh/gemma-4-26B-A4B-it-heretic-ara) using `mlx-vlm` version **0.4.4**.
 Please refer to the [original model card](https://huggingface.co/trohrbaugh/gemma-4-26B-A4B-it-heretic-ara) for more details.
 ## 🌟 Quality
-Mixed-precision quantized vision language model with an effective **4.295 bits per weight**. Combines the smaller size of a 3-bit quant with higher precision where it maters most.
 `mlx_vlm.convert --quantize --q-group-size 32 --quant-predicate mixed_3_6`

 ---
 # 🦆 zecanard/gemma-4-26B-A4B-it-uncensored-heretic-ara-MLX-3bit-mixed_3_6
+[This model](https://huggingface.co/zecanard/gemma-4-26B-A4B-it-uncensored-heretic-ara-MLX-3bit-mixed_3_6) was converted to MLX from [`trohrbaugh/gemma-4-26B-A4B-it-heretic-ara`](https://huggingface.co/trohrbaugh/gemma-4-26B-A4B-it-heretic-ara) using `mlx-vlm` version **0.5.0**.
 Please refer to the [original model card](https://huggingface.co/trohrbaugh/gemma-4-26B-A4B-it-heretic-ara) for more details.
 ## 🌟 Quality
+Mixed-precision quantized vision language model with an effective **4.295 bits per weight**. Combines the size and speed benefits of a 3-bit quant with higher precision where it matters most.
 `mlx_vlm.convert --quantize --q-group-size 32 --quant-predicate mixed_3_6`

chat_template.jinja CHANGED Viewed

@@ -2,11 +2,11 @@
 {%- set enable_thinking = true %}
 {%- set preserve_thinking = true %}
 {%- if strftime_now is defined %}
-	{%- set currentDate = strftime_now("%Y-%m-%d %G:%i:%s") %}
 {%- elif not currentDate is defined %}
-	{%- set currentDate = "2026-04-19" %}
 {%- endif %}
-{{- "The current date is: " + currentDate + ".\n\n" }}
 {#- Template customizations by @zecanard. #}
 {%- macro format_parameters(properties, required) -%}
     {%- set standard_keys = ['description', 'type', 'properties', 'required', 'nullable'] -%}

 {%- set enable_thinking = true %}
 {%- set preserve_thinking = true %}
 {%- if strftime_now is defined %}
+	{%- set currentDate = strftime_now('%Y-%m-%d %G:%i:%s') %}
 {%- elif not currentDate is defined %}
+	{%- set currentDate = '2026-04-20' %}
 {%- endif %}
+{{- 'The current date is: ' + currentDate + ".\n\n" }}
 {#- Template customizations by @zecanard. #}
 {%- macro format_parameters(properties, required) -%}
     {%- set standard_keys = ['description', 'type', 'properties', 'required', 'nullable'] -%}

tokenizer_config.json CHANGED Viewed

@@ -18,6 +18,7 @@
   ],
   "image_token": "<|image|>",
   "is_local": true,
   "mask_token": "<mask>",
   "max_length": null,
   "model_max_length": 1000000000000000019884624838656,

   ],
   "image_token": "<|image|>",
   "is_local": true,
+  "local_files_only": true,
   "mask_token": "<mask>",
   "max_length": null,
   "model_max_length": 1000000000000000019884624838656,