Instructions to use TheCluster/Qwen3.5-35B-A3B-Heretic-MLX-mxfp8 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use TheCluster/Qwen3.5-35B-A3B-Heretic-MLX-mxfp8 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("TheCluster/Qwen3.5-35B-A3B-Heretic-MLX-mxfp8")
config = load_config("TheCluster/Qwen3.5-35B-A3B-Heretic-MLX-mxfp8")

# 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 TheCluster/Qwen3.5-35B-A3B-Heretic-MLX-mxfp8 with Pi:

Start the MLX server

# Install MLX LM:
uv tool install mlx-lm
# Start a local OpenAI-compatible server:
mlx_lm.server --model "TheCluster/Qwen3.5-35B-A3B-Heretic-MLX-mxfp8"

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": "TheCluster/Qwen3.5-35B-A3B-Heretic-MLX-mxfp8"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Hermes Agent

How to use TheCluster/Qwen3.5-35B-A3B-Heretic-MLX-mxfp8 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 "TheCluster/Qwen3.5-35B-A3B-Heretic-MLX-mxfp8"

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 TheCluster/Qwen3.5-35B-A3B-Heretic-MLX-mxfp8

Run Hermes

hermes

Atomic Chat

OpenClaw

How to use TheCluster/Qwen3.5-35B-A3B-Heretic-MLX-mxfp8 with OpenClaw:

Start the MLX server

# Install MLX LM:
uv tool install mlx-lm
# Start a local OpenAI-compatible server:
mlx_lm.server --model "TheCluster/Qwen3.5-35B-A3B-Heretic-MLX-mxfp8"

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 "TheCluster/Qwen3.5-35B-A3B-Heretic-MLX-mxfp8" \
  --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"

TheCluster commited on Feb 27

Commit

dc23dc3

verified ·

1 Parent(s): 62550b7

Update chat_template.jinja

Browse files

Files changed (1) hide show

chat_template.jinja +1 -4

chat_template.jinja CHANGED Viewed

@@ -75,9 +75,6 @@
         {%- endif %}
     {%- endif %}
 {%- endfor %}
-{%- if ns.multi_step_tool %}
-    {{- raise_exception('No user query found in messages.') }}
-{%- endif %}
 {%- for message in messages %}
     {%- set content = render_content(message.content, true)|trim %}
     {%- if message.role == "system" %}
@@ -119,7 +116,7 @@
                 {%- if tool_call.arguments is defined %}
                     {%- for args_name, args_value in tool_call.arguments|items %}
                         {{- '<parameter=' + args_name + '>\n' }}
-                        {%- set args_value = args_value | tojson | safe if args_value is mapping or (args_value is sequence and args_value is not string) else args_value | string %}
                         {{- args_value }}
                         {{- '\n</parameter>\n' }}
                     {%- endfor %}

         {%- endif %}
     {%- endif %}
 {%- endfor %}
 {%- for message in messages %}
     {%- set content = render_content(message.content, true)|trim %}
     {%- if message.role == "system" %}
                 {%- if tool_call.arguments is defined %}
                     {%- for args_name, args_value in tool_call.arguments|items %}
                         {{- '<parameter=' + args_name + '>\n' }}
+                        {%- set args_value = args_value | tojson if args_value is mapping or (args_value is iterable and args_value is not string) else args_value | string %}
                         {{- args_value }}
                         {{- '\n</parameter>\n' }}
                     {%- endfor %}