Image-Text-to-Text
MLX
Safetensors
qwen3_5_moe
quantized
mixed-precision
4bit
8bit
optiq
apple-silicon
vision-language
Mixture of Experts
qwen3.5
conversational
4-bit precision
Instructions to use mlx-community/Ornith-1.0-35B-OptiQ-4bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use mlx-community/Ornith-1.0-35B-OptiQ-4bit 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("mlx-community/Ornith-1.0-35B-OptiQ-4bit") config = load_config("mlx-community/Ornith-1.0-35B-OptiQ-4bit") # 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
- Pi
How to use mlx-community/Ornith-1.0-35B-OptiQ-4bit with Pi:
Start the MLX server
# Install MLX LM: uv tool install mlx-lm # Start a local OpenAI-compatible server: mlx_lm.server --model "mlx-community/Ornith-1.0-35B-OptiQ-4bit"
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": "mlx-community/Ornith-1.0-35B-OptiQ-4bit" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Hermes Agent
How to use mlx-community/Ornith-1.0-35B-OptiQ-4bit 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 "mlx-community/Ornith-1.0-35B-OptiQ-4bit"
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 mlx-community/Ornith-1.0-35B-OptiQ-4bit
Run Hermes
hermes
- Atomic Chat
- OpenClaw
How to use mlx-community/Ornith-1.0-35B-OptiQ-4bit with OpenClaw:
Start the MLX server
# Install MLX LM: uv tool install mlx-lm # Start a local OpenAI-compatible server: mlx_lm.server --model "mlx-community/Ornith-1.0-35B-OptiQ-4bit"
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 "mlx-community/Ornith-1.0-35B-OptiQ-4bit" \ --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"
Download optiq_metadata.json from mlx-community/Ornith-1.0-35B-OptiQ-4bit: direct link, hf CLI and curl.
- Browser
- Download file 56.1 kB
-
https://huggingface.co/mlx-community/Ornith-1.0-35B-OptiQ-4bit/resolve/d61e8c726b2fd64c73960521c424bea6d5ada94f/optiq_metadata.json
- Command line
-
hf download hf://mlx-community/Ornith-1.0-35B-OptiQ-4bit@d61e8c726b2fd64c73960521c424bea6d5ada94f/optiq_metadata.json
-
curl -L -o optiq_metadata.json https://huggingface.co/mlx-community/Ornith-1.0-35B-OptiQ-4bit/resolve/d61e8c726b2fd64c73960521c424bea6d5ada94f/optiq_metadata.json
56.1 kB
| { | |
| "method": "optiq_mixed_precision_transferred", | |
| "base_model": "deepreinforce-ai/Ornith-1.0-35B", | |
| "reference": "bit map transferred from mlx-community/Qwen3.5-35B-A3B-OptiQ-4bit", | |
| "sensitivity_measured_on": "Qwen/Qwen3.5-35B-A3B", | |
| "target_bpw": 4.5, | |
| "achieved_bpw": 4.5131342941951385, | |
| "n_high_bits": 397, | |
| "n_low_bits": 113, | |
| "threshold": 0.0, | |
| "per_layer": { | |
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| "group_size": 64 | |
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| "group_size": 64 | |
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| "group_size": 64 | |
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| "group_size": 64 | |
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| "group_size": 64 | |
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| "language_model.model.layers.39.self_attn.k_proj": { | |
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| "language_model.model.layers.38.linear_attn.in_proj_a": { | |
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| "language_model.model.layers.38.linear_attn.in_proj_b": { | |
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| "language_model.model.layers.38.linear_attn.in_proj_z": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "language_model.model.layers.38.linear_attn.in_proj_qkv": { | |
| "bits": 4, | |
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| }, | |
| "language_model.model.layers.37.mlp.shared_expert_gate": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "language_model.model.layers.37.mlp.shared_expert.up_proj": { | |
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| "language_model.model.layers.37.mlp.shared_expert.down_proj": { | |
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| "language_model.model.layers.37.mlp.shared_expert.gate_proj": { | |
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| "language_model.model.layers.37.mlp.switch_mlp.down_proj": { | |
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| }, | |
| "language_model.model.layers.37.mlp.switch_mlp.up_proj": { | |
| "bits": 4, | |
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| "language_model.model.layers.37.mlp.switch_mlp.gate_proj": { | |
| "bits": 4, | |
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| "language_model.model.layers.37.mlp.gate": { | |
| "bits": 8, | |
| "group_size": 64 | |
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| "language_model.model.layers.37.linear_attn.out_proj": { | |
| "bits": 8, | |
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| "language_model.model.layers.37.linear_attn.in_proj_a": { | |
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| "language_model.model.layers.37.linear_attn.in_proj_b": { | |
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| "language_model.model.layers.37.linear_attn.in_proj_z": { | |
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| "language_model.model.layers.37.linear_attn.in_proj_qkv": { | |
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| "language_model.model.layers.36.mlp.shared_expert_gate": { | |
| "bits": 8, | |
| "group_size": 64 | |
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| "bits": 8, | |
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| "bits": 8, | |
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| "bits": 4, | |
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| "bits": 4, | |
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| "bits": 8, | |
| "group_size": 64 | |
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| "language_model.model.layers.36.linear_attn.out_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "language_model.model.layers.36.linear_attn.in_proj_a": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "language_model.model.layers.36.linear_attn.in_proj_b": { | |
| "bits": 8, | |
| "group_size": 64 | |
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| "language_model.model.layers.36.linear_attn.in_proj_z": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "language_model.model.layers.36.linear_attn.in_proj_qkv": { | |
| "bits": 4, | |
| "group_size": 64 | |
| }, | |
| "language_model.model.layers.35.mlp.shared_expert_gate": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "language_model.model.layers.35.mlp.shared_expert.up_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "language_model.model.layers.35.mlp.shared_expert.down_proj": { | |
| "bits": 8, | |
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| }, | |
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| "bits": 8, | |
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| "bits": 4, | |
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| }, | |
| "language_model.model.layers.35.mlp.switch_mlp.up_proj": { | |
| "bits": 4, | |
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| }, | |
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| "bits": 4, | |
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| "language_model.model.layers.35.self_attn.v_proj": { | |
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| "language_model.model.layers.35.self_attn.k_proj": { | |
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| }, | |
| "language_model.model.layers.34.mlp.switch_mlp.down_proj": { | |
| "bits": 4, | |
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| }, | |
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| "language_model.model.layers.34.linear_attn.in_proj_a": { | |
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| "group_size": 64 | |
| }, | |
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| "group_size": 64 | |
| }, | |
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| "bits": 4, | |
| "group_size": 64 | |
| }, | |
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| }, | |
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| }, | |
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| }, | |
| "language_model.model.layers.33.linear_attn.in_proj_a": { | |
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| }, | |
| "language_model.model.layers.33.linear_attn.in_proj_b": { | |
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| }, | |
| "language_model.model.layers.33.linear_attn.in_proj_z": { | |
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| }, | |
| "language_model.model.layers.33.linear_attn.in_proj_qkv": { | |
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| "group_size": 64 | |
| }, | |
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| "group_size": 64 | |
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| "bits": 8, | |
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| }, | |
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| "language_model.model.layers.32.linear_attn.in_proj_a": { | |
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| "language_model.model.layers.32.linear_attn.in_proj_b": { | |
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| "language_model.model.layers.32.linear_attn.in_proj_z": { | |
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| }, | |
| "language_model.model.layers.32.linear_attn.in_proj_qkv": { | |
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| "group_size": 64 | |
| }, | |
| "language_model.model.layers.31.mlp.shared_expert_gate": { | |
| "bits": 8, | |
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| "bits": 8, | |
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| "language_model.model.layers.31.mlp.shared_expert.down_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
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| "language_model.model.layers.31.mlp.shared_expert.gate_proj": { | |
| "bits": 8, | |
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| }, | |
| "language_model.model.layers.31.mlp.switch_mlp.down_proj": { | |
| "bits": 4, | |
| "group_size": 64 | |
| }, | |
| "language_model.model.layers.31.mlp.switch_mlp.up_proj": { | |
| "bits": 4, | |
| "group_size": 64 | |
| }, | |
| "language_model.model.layers.31.mlp.switch_mlp.gate_proj": { | |
| "bits": 4, | |
| "group_size": 64 | |
| }, | |
| "language_model.model.layers.31.mlp.gate": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "language_model.model.layers.31.self_attn.o_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "language_model.model.layers.31.self_attn.v_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "language_model.model.layers.31.self_attn.k_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "language_model.model.layers.31.self_attn.q_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "language_model.model.layers.30.mlp.shared_expert_gate": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "language_model.model.layers.30.mlp.shared_expert.up_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "language_model.model.layers.30.mlp.shared_expert.down_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "language_model.model.layers.30.mlp.shared_expert.gate_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "language_model.model.layers.30.mlp.switch_mlp.down_proj": { | |
| "bits": 4, | |
| "group_size": 64 | |
| }, | |
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