Instructions to use dylpickle13/Qwen3.5-2B-oQ8-mtp with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use dylpickle13/Qwen3.5-2B-oQ8-mtp 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("dylpickle13/Qwen3.5-2B-oQ8-mtp")
config = load_config("dylpickle13/Qwen3.5-2B-oQ8-mtp")

# 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 dylpickle13/Qwen3.5-2B-oQ8-mtp with Pi:

Start the MLX server

# Install MLX LM:
uv tool install mlx-lm
# Start a local OpenAI-compatible server:
mlx_lm.server --model "dylpickle13/Qwen3.5-2B-oQ8-mtp"

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": "dylpickle13/Qwen3.5-2B-oQ8-mtp"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Hermes Agent

How to use dylpickle13/Qwen3.5-2B-oQ8-mtp 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 "dylpickle13/Qwen3.5-2B-oQ8-mtp"

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 dylpickle13/Qwen3.5-2B-oQ8-mtp

Run Hermes

hermes

Atomic Chat

OpenClaw

How to use dylpickle13/Qwen3.5-2B-oQ8-mtp with OpenClaw:

Start the MLX server

# Install MLX LM:
uv tool install mlx-lm
# Start a local OpenAI-compatible server:
mlx_lm.server --model "dylpickle13/Qwen3.5-2B-oQ8-mtp"

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 "dylpickle13/Qwen3.5-2B-oQ8-mtp" \
  --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"

dylpickle13 commited on May 23

Commit

9587008

verified ·

1 Parent(s): 1820754

Finalize public release verification

Browse files

Files changed (1) hide show

PUBLISH_CHECK.md +5 -4

PUBLISH_CHECK.md CHANGED Viewed

@@ -62,10 +62,11 @@
 ## Public release
-- repo made public: PENDING
-- anonymous access verified: PENDING
 - final public URL: <https://huggingface.co/dylpickle13/Qwen3.5-2B-oQ8-mtp>
-- final commit: PENDING
 ## Backup
@@ -77,5 +78,5 @@
 - old local `Qwen3.5-0.8B-oQ8-mtp` removed from oMLX: PASS
 - temporary base source `Qwen/Qwen3.5-2B` removed from oMLX: PASS
-- clean download removed: PENDING
 - local project copy removed or retained intentionally: weights kept only under ignored `downloads/` temporarily for verification; no weights committed

 ## Public release
+- repo made public: PASS
+- anonymous access verified: PASS — public API and raw README returned HTTP 200
 - final public URL: <https://huggingface.co/dylpickle13/Qwen3.5-2B-oQ8-mtp>
+- public release commit verified: `18207548b8ce5bc8d699d35cbe9dcf73d0bbd056`
+- final verification note: this `PUBLISH_CHECK.md` was updated after public release, so the repository latest commit may be newer than the public release commit above.
 ## Backup
 - old local `Qwen3.5-0.8B-oQ8-mtp` removed from oMLX: PASS
 - temporary base source `Qwen/Qwen3.5-2B` removed from oMLX: PASS
+- clean download removed: PENDING until final release notes are complete
 - local project copy removed or retained intentionally: weights kept only under ignored `downloads/` temporarily for verification; no weights committed