Instructions to use ivanfioravanti/Step-3.7-Flash-3bit-gs32 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use ivanfioravanti/Step-3.7-Flash-3bit-gs32 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("ivanfioravanti/Step-3.7-Flash-3bit-gs32")
config = load_config("ivanfioravanti/Step-3.7-Flash-3bit-gs32")

# 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 ivanfioravanti/Step-3.7-Flash-3bit-gs32 with Pi:

Start the MLX server

# Install MLX LM:
uv tool install mlx-lm
# Start a local OpenAI-compatible server:
mlx_lm.server --model "ivanfioravanti/Step-3.7-Flash-3bit-gs32"

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": "ivanfioravanti/Step-3.7-Flash-3bit-gs32"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Hermes Agent new

How to use ivanfioravanti/Step-3.7-Flash-3bit-gs32 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 "ivanfioravanti/Step-3.7-Flash-3bit-gs32"

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 ivanfioravanti/Step-3.7-Flash-3bit-gs32

Run Hermes

hermes

Step-3.7-Flash-3bit-gs32 / processor_config.json

ivanfioravanti

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	{
	"processor_class": "Step3VLProcessor"
	}