mlx-optiq
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Groot-19B-A3B-OptiQ-4bit

GrootTeam/Groot-19B-A3B-261023, quantized by OptiQ for Apple Silicon; mixture-of-experts, takes images.

visionMoEMTP head
On disk13.5 GB
Memoryabout 17 GB
Capability Score78.37
Imagesyes

Capability Score breakdown

The six metrics behind this model's Capability Score of 78.37, as reported in the model card. Values are compared with qwen3.6-35B-A3B-OptiQ-4bit.

  • This model
  • Qwen3.6-35B-A3B-OptiQ-4bit
Capability Score breakdown: Groot-19B-A3B-OptiQ-4bitMMLU: This model 70.6, Qwen3.6-35B-A3B-OptiQ-4bit 83.7; GSM8K: This model 94.4, Qwen3.6-35B-A3B-OptiQ-4bit 87.9; IFEval: This model 77.1, Qwen3.6-35B-A3B-OptiQ-4bit 72.6; BFCL-V3: This model 92.5, Qwen3.6-35B-A3B-OptiQ-4bit 92.5; HumanEval: This model 89.6, Qwen3.6-35B-A3B-OptiQ-4bit 91.5; HashHop: This model 46.0, Qwen3.6-35B-A3B-OptiQ-4bit 52.0MMLU70.683.7GSM8K94.487.9IFEval77.172.6BFCL-V392.592.5HumanEval89.691.5HashHop46.052.0

Use it

Install

pip install mlx-optiq

Serve it

An OpenAI- and Anthropic-compatible server on this Mac. Every app below can use it.

optiq serve --model mlx-community/Groot-19B-A3B-OptiQ-4bit

OptiQ Code

The terminal coding agent uses whatever model optiq serve is running.

optiq serve --model mlx-community/Groot-19B-A3B-OptiQ-4bit
optiq code

OptiQ Lab

optiq lab --model mlx-community/Groot-19B-A3B-OptiQ-4bit

Claude Code

optiq run claude -m mlx-community/Groot-19B-A3B-OptiQ-4bit

Codex

optiq run codex -m mlx-community/Groot-19B-A3B-OptiQ-4bit

OpenCode

optiq run opencode -m mlx-community/Groot-19B-A3B-OptiQ-4bit

Mistral Vibe

optiq run vibe -m mlx-community/Groot-19B-A3B-OptiQ-4bit

Hermes Agent

optiq run hermes -m mlx-community/Groot-19B-A3B-OptiQ-4bit

OpenClaw

optiq run openclaw -m mlx-community/Groot-19B-A3B-OptiQ-4bit

optiq run starts optiq serve if it is not running, sets the agent up for this session only, and stops the server when the agent exits.

mlx-lm, text only

from mlx_lm import load, generate

model, tokenizer = load("mlx-community/Groot-19B-A3B-OptiQ-4bit")
print(generate(model, tokenizer, prompt="Hello", max_tokens=256))

Details

FamilyQwen · Qwen docs
ArchitectureQwen3.5 MoE
Base modelGrootTeam/Groot-19B-A3B-261023
Size on disk13.5 GB
Memory neededabout 17 GB
Imagesyes, through optiq serve and the Lab
MTP headincluded
Capability Score78.37 (from the model card)
Downloads0 in the last month
Updated2026-11-05
Hugging Facemlx-community/Groot-19B-A3B-OptiQ-4bit