Instructions to use blackfan23/Qwen3.8-27B-TURBO-Heretic-NM-DAU-MLX-8bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use blackfan23/Qwen3.8-27B-TURBO-Heretic-NM-DAU-MLX-8bit 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("blackfan23/Qwen3.8-27B-TURBO-Heretic-NM-DAU-MLX-8bit")
config = load_config("blackfan23/Qwen3.8-27B-TURBO-Heretic-NM-DAU-MLX-8bit")

# 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 blackfan23/Qwen3.8-27B-TURBO-Heretic-NM-DAU-MLX-8bit with Pi:

Start the MLX server

# Install MLX LM:
uv tool install mlx-lm
# Start a local OpenAI-compatible server:
mlx_lm.server --model "blackfan23/Qwen3.8-27B-TURBO-Heretic-NM-DAU-MLX-8bit"

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": "blackfan23/Qwen3.8-27B-TURBO-Heretic-NM-DAU-MLX-8bit"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Hermes Agent

How to use blackfan23/Qwen3.8-27B-TURBO-Heretic-NM-DAU-MLX-8bit 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 "blackfan23/Qwen3.8-27B-TURBO-Heretic-NM-DAU-MLX-8bit"

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 blackfan23/Qwen3.8-27B-TURBO-Heretic-NM-DAU-MLX-8bit

Run Hermes

hermes

Atomic Chat

OpenClaw

How to use blackfan23/Qwen3.8-27B-TURBO-Heretic-NM-DAU-MLX-8bit with OpenClaw:

Start the MLX server

# Install MLX LM:
uv tool install mlx-lm
# Start a local OpenAI-compatible server:
mlx_lm.server --model "blackfan23/Qwen3.8-27B-TURBO-Heretic-NM-DAU-MLX-8bit"

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 "blackfan23/Qwen3.8-27B-TURBO-Heretic-NM-DAU-MLX-8bit" \
  --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"

blackfan23 commited on 5 days ago

Commit

7da3bd6

verified ·

1 Parent(s): c0efb02

intro: document build, Splash validation, Sharp template; tag splash

Browse files

Files changed (1) hide show

README.md +2 -0

README.md CHANGED Viewed

@@ -8,6 +8,7 @@ tags:
 - qwen3_5
 - heretic
 - uncensored
 base_model:
 - DavidAU/Qwen3.8-27B-TURBO-Fable-Cold-Fusion-735-882-Heretic-Uncensored-NM-DAU
 ---
@@ -15,6 +16,7 @@ base_model:
 # Qwen3.8-27B-TURBO-Heretic-NM-DAU (MLX 8-bit)
 MLX conversion of [DavidAU/Qwen3.8-27B-TURBO-Fable-Cold-Fusion-735-882-Heretic-Uncensored-NM-DAU](https://huggingface.co/DavidAU/Qwen3.8-27B-TURBO-Fable-Cold-Fusion-735-882-Heretic-Uncensored-NM-DAU) (a heretic finetune of `Qwen/Qwen3.8-27B`).
 ## Quantization

 - qwen3_5
 - heretic
 - uncensored
+- splash
 base_model:
 - DavidAU/Qwen3.8-27B-TURBO-Fable-Cold-Fusion-735-882-Heretic-Uncensored-NM-DAU
 ---
 # Qwen3.8-27B-TURBO-Heretic-NM-DAU (MLX 8-bit)
 MLX conversion of [DavidAU/Qwen3.8-27B-TURBO-Fable-Cold-Fusion-735-882-Heretic-Uncensored-NM-DAU](https://huggingface.co/DavidAU/Qwen3.8-27B-TURBO-Fable-Cold-Fusion-735-882-Heretic-Uncensored-NM-DAU) (a heretic finetune of `Qwen/Qwen3.8-27B`).
+The language model was converted text-only with mlx-lm, the source checkpoint's BF16 vision tower was grafted back in as `vision_tower.*`, the result validated for the Splash engine (family `Qwen3.8-27B`), and the chat template swapped to Sharp v22.5.0.
 ## Quantization